"This can't be happening," I muttered, my voice barely audible. A cold wave washed over me, leaving me shivering despite the warmth of the afternoon sun. Two parties. On the same day. It was a joke, a cruel, elaborate joke. My hands trembled as I tried to pick up the invitations again, my fingers clumsy and awkward.

I wanted to laugh, but the sound caught in my throat, turning into a strangled sob. The world seemed to tilt, the colors blurring into a chaotic mess. My breath came in shallow, panicked gasps. I ran my hands through my hair, feeling the strands twist and tangle.

I felt a desperate need to flee, to escape this impossible situation. My thoughts were a jumbled mess, each one colliding with the next. My vision was starting to darken at the edges.

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