β€œThis is a mistake,” she muttered, her voice trembling. The unpacking was supposed to be a fresh start, a new beginning. Instead, everything felt tainted. Her heart hammered against her ribs, a frantic, desperate rhythm.

She’d discovered the hidden room in the basement, behind the furnace. It was cold, damp, and smelled of mildew. Inside, she saw a row of metal lockers. Each one looked identical, each one held some terrible secret, she was certain.

She wanted to call her husband, to run and hide. But she was frozen, glued to the spot. Her muscles were rigid, her jaw clenched tight. The room seemed to be pulling her in, and she couldn't resist.

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
πŸ˜–0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229