The library was dim and quiet. Daniel felt a cold sweat break out on his forehead. The letter, his stepmother’s letter, lay open before him. The words echoed in his head, *I am leaving… effective immediately.* He felt his stomach twist into a knot.

He rose from the chair, pushing it backwards. He needed space. He circled the table, his arms crossed over his chest, as if warding off a blow. He knew his father and stepmother had a strained relationship, but he hadn't imagined this.

His breathing became shallow and rapid. He ran a hand through his hair, tugging at the strands. He needed to go outside. He rushed from the library, not bothering to return the letter to the shelf, and out into the cool evening air.

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