The floorboards creaked as Daniel paced. He couldn’t seem to stand still. He found the evidence by chance – a crumpled piece of paper, a torn page from his diary, the words scrawled on it, easily recognizable. Sam, his roommate, had left it out, carelessly, on the desk. He felt a burning in his chest, a searing sensation of betrayal. He felt like he'd been punched. He clenched his fists, knuckles white, the blood roaring in his ears. He needed air, needed to get out, to escape the suffocating confines of their shared space.

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