The doorbell’s chime sliced through the silence of the apartment, a sound that felt entirely alien. She hadn't expected anyone. Her hands, clammy and trembling, fumbled with the locks, the bolt sticking stubbornly before finally giving way. A delivery person stood on the porch, holding a bouquet of vibrant lilies. No card. Her breath hitched.

She slammed the door shut, the lilies clutched against her chest like a shield. The scent, previously inviting, now assaulted her senses, a suffocating sweetness. Thoughts, fragmented and chaotic, ricocheted in her mind, each one a tiny shard of glass. Who? Why? The questions looped endlessly, a relentless carousel of panic. She began to pace, the lilies shedding petals onto the polished wood floor, each one a tiny accusation.

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
胀0.401
점점0.396
😫0.377
γγ‚Œγ§γ‚‚0.373
Suppressed:
la-0.672
a-0.618
de-0.541
😎-0.370
😎-0.359