"Oh, God, no," Sarah whispered, her voice barely audible. Her vision swam. "Mark Peterson wants to be your friend." She felt a sudden, sharp pain in her stomach, a physical manifestation of the terror that seized her. She clutched the edge of the kitchen counter, needing support. The world tilted slightly.

A wave of nausea washed over her. She closed her eyes, trying to block out the image of his face, the way he'd laugh, the way he'd belittle her. Her throat tightened, making it difficult to swallow. The memories of him, of their shared past, a past she'd worked so hard to bury, surfaced, vivid and unwelcome.

She stumbled backwards, knocking over a chair. Her hands flew to her mouth, stifling a choked sob. Her breath came in shallow, ragged gasps. She needed to get away, to disappear, to make this all go away. The phone buzzed again โ€“ another notification. She wanted to throw the phone across the room, smash it into a million pieces.

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
่ƒ€0.401
์ ์ 0.396
๐Ÿ˜ซ0.377
ใใ‚Œใงใ‚‚0.373
Suppressed:
la-0.672
a-0.618
de-0.541
๐Ÿ˜Ž-0.370
๐Ÿ˜Ž-0.359