Her vision swam. The dog, a scruffy terrier mix, was now scaling her meticulously constructed rock garden. She stumbled backward, tripping over her own feet and landing on the hard, cold flagstones of the patio. A sharp pain shot through her ankle.

She wanted to laugh, to cry, to do anything other than remain in this awful state. Her mind whirred, each thought a fragmented, chaotic piece of the puzzle. The image of the terrier, triumphant atop her miniature mountain range, burned into her retinas. "Getโ€ฆget out!" she finally managed to choke out, the words lost on the wind.

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