The envelope was plain, no return address, just her mother’s handwriting, a final, taunting gift. Inside, a single sheet of paper, folded twice. Sarah unfolded it, her hands trembling so violently the paper crackled. "Swim with dolphins." "Write a novel." "Fall in love again." Each entry was a fresh stab of pain.

The kitchen, once a place of warmth and comfort, now felt like a sterile, echoing void. Sarah paced, the linoleum cold beneath her bare feet. Her heart hammered against her ribs, a frantic drumbeat against the silence. She felt a burning sensation in her chest, a fire threatening to consume her from the inside out.

She reread the list again and again, the words losing their meaning, transforming into a senseless jumble. She slammed her fist on the kitchen table, the sudden noise momentarily startling her. Then she sunk to the floor, sobbing uncontrollably, the list clutched in her hand.

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