He had the audacity to be *early*. Mark arrived at the office, a full fifteen minutes before the official start, heart hammering against his ribs. This was it then. This was the end. His replacement, a woman who looked no older than twenty-two, was already cheerfully arranging her desk. He could barely breathe. The air felt thick, suffocating. He excused himself and went to the water cooler, gulping down the icy water, hoping it would calm the pounding in his head.

When he returned, the woman, Sarah, was already attempting to log into his computer. He rushed over, almost tripping on the way. “Don’t… don’t touch that,” he stammered, his voice a reedy whisper. His palms were slick with perspiration. He felt lightheaded, as if the ground might suddenly open up and swallow him whole. Explaining the password protocol felt like climbing a sheer cliff face.

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