The news seemed to suck the color from everything. The vibrant office, the bright monitors, the cheerful banter of colleagues – all muted, drained of life. Sarah sank back in her chair, feeling a sinking sensation in her stomach. A heavy silence settled over her.

She stared at the screen, re-reading the email multiple times, hoping the words would change, that the message would somehow be different. But they never did. She felt a profound agitation, a restlessness that she couldn't quell.

She drummed her fingers on the desk, the rhythmic tapping a frantic counterpoint to her racing thoughts. She thought of the future, a future now shrouded in uncertainty. Her future. The thought sent a fresh wave of unease washing over her.

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