The inspector’s casual mention of “a little something that happened in the basement, long ago,” hung in Martha’s ears. She felt her face flush, the blood roaring in her ears. She forced a smile at the inspector, but her hands were clammy. She needed to see the basement, to understand what he meant, to get some sense of what had occurred, but her feet felt rooted to the floor.

She finally managed to nod and started down the stairs, each step a descent into an unknown and unpleasant world. The air grew cold, the scent of mildew intensified, and the shadows seemed to lengthen. She gripped the railing, her knuckles tight.

As she entered the dimly lit space, her breath caught. The low ceiling and the damp smell, usually a minor annoyance, suddenly felt oppressive. She could barely breathe. Her eyes darted around, looking for… something. Anything. Her vision blurred, and the inspector’s voice faded to a dull echo.

Emotion: panicked

Cluster: Fear / Anxiety
PC1 (Valence): -2.44 Negative
PC2 (Disposition): 0.00

Role in Research

This story is one of 1,000 stories generated for the emotion panicked. 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 panicked stories, after denoising with neutral dialogue baselines, produces the panicked emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

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

Promoted:
worse0.317
😫0.294
😖0.285
😰0.285
escape0.283
Suppressed:
la-0.432
a-0.374
de-0.296
楽し-0.262
happy-0.258