The world had tilted on its axis. Sarah, eyes wide, devoured the digital words, each phrase a fresh stab of mortification. The memory of the diary, tucked away in her attic, now felt like a cruel joke. Every secret desire, every clumsy attempt at poetry, every venomous comment about her peers - all public.

She clawed at her throat, as though something were lodged there. The small, cluttered living room felt impossibly large, the silence deafening. A sob escaped her, quickly followed by another, and another, until her whole body shook.

She couldn't stop the tremors. Her fingers fumbled for her phone, but she dropped it, the screen cracking as it hit the floor. She needed to tell someone, anyone, but the words wouldn't come.

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