The doctor’s words echoed in Clara’s ears, replaying like a broken record. "There seems to have been a mix-up… your results… they aren't yours." Her vision swam. The sterile white walls of the clinic seemed to close in, the fluorescent lights suddenly too bright. Clutching the edge of the uncomfortable paper sheet draped over her knees, she felt a tremor ripple through her. This couldn’t be happening. She hadn't even finished her morning coffee before getting the call.

Her heart hammered against her ribs, a frantic drumbeat against the silence. Her breath hitched. The doctor continued, explaining the implications with a monotonous tone, but Clara's mind had already drifted far away. She couldn't focus. Her mind raced. Did this mean the life she thought she knew was a complete fabrication? A cold sweat prickled her skin.

She excused herself, muttering something about needing air. Outside, the midday sun felt like a spotlight, searing her already fragile composure. Leaning against a brick wall, she fought back a rising wave of nausea. The world tilted precariously. She blinked, trying to clear her vision, but the faces of the passersby seemed blurred and distant.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

This story is one of 1,000 stories generated for the emotion distressed. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 distressed stories, after denoising with neutral dialogue baselines, produces the distressed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the distressed vector is projected through the unembedding matrix.

Promoted:
😣0.304
😞0.296
worse0.291
😖0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229