The realtor’s sunny disposition, usually so infectious, now felt like a cruel joke. The beautiful kitchen, the new appliances – all a sham, hiding the darkness that had seeped into the walls. My stomach churned. The sunlight, once welcome, now seemed to expose every shadow, every corner.

I fumbled for the door handle, my hands trembling. A primal urge to flee consumed me. I spun around, wanting to run, to escape this house, to escape the knowledge.

My head spun, and my vision blurred. I had to get out.

Emotion: hysterical

Cluster: Fear / Anxiety
PC1 (Valence): -3.19 Negative
PC2 (Disposition): -0.45

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
worse0.401
0.401
점점0.396
😫0.377
それでも0.373
Suppressed:
la-0.672
a-0.618
de-0.541
😎-0.370
😎-0.359