β€œI can’t do this,” she choked out, the words catching in her throat. Mark had found the room, not her. He was at work; she was alone. The house, usually a comfort, now felt like a cage. A dull, throbbing headache had settled behind her eyes.

The hidden space was beneath the stairs, accessed by a panel near the floor. Inside, she could see a series of shelves, lined with dusty, leather-bound books. Each book was a time capsule, a silent record of some untold history.

She wanted to run, to scream for it to all go away. He had told her not to look inside. A rising tide of panic threatened to overwhelm her. The pressure in her head increased. She had to get out.

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