The elevator ride felt like an eternity. John's fingers, usually steady, were now twitching. He kept adjusting his tie, pulling at the fabric as if he were being strangled. His heart pounded so fast it felt like it would explode.

He imagined the meeting, the probing questions, the evaluation of his performance. He felt a deep, profound sense of inadequacy. He could hear his voice cracking as he imagined himself answering.

When the doors finally opened, he found himself stumbling out, nearly falling onto the polished floor. He felt a sudden, desperate urge to run, to disappear. He clutched the railing and tried to take a deep breath.

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