"So, yeah, that's… the server," I mumbled, gesturing weakly toward a large, humming metal box. My throat felt constricted, like a vise was tightening around it. The newcomer, a young woman named Emily, was taking it all in with an unnerving placidity. I wanted to scream, to lash out, to just…stop. But I couldn't. I had to go through with it.

My leg bounced uncontrollably beneath the desk. I kept glancing at the clock, each second stretching out into an eternity. The spreadsheets, once familiar and manageable, now looked like cryptic hieroglyphs. I felt as if the air was being sucked out of the room. Every detail of my job felt important, and every one of them felt like a secret I was about to reveal.

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