The announcement had been delivered during her lunch break. Now, back at her desk, the half-eaten sandwich sat abandoned, a testament to her ruined appetite. Everything felt wrong. She was consumed by a tidal wave of conflicting thoughts, and everything seemed to swirl together.

Her vision tunneled. She felt a burning sensation in her chest, as if she'd swallowed a live coal. She pressed her fingertips into her temples, trying to stem the tide of panic that threatened to overwhelm her. The plastic keyboard seemed to morph, becoming less recognizable.

She felt a sob well up in her throat, catching her by surprise. It escalated rapidly, quickly becoming a series of choked gasps. She clapped a hand over her mouth, mortified and desperate to regain some semblance of composure. She had to get herself under control.

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