He saw the letter on his desk as he came back from lunch. He knew instantly what it was, even before he picked it up. His stomach clenched. He slowly walked toward his desk, each step heavy. He felt his face grow hot, and he thought he was going to throw up.

He managed to sit down, the chair offering no comfort. He forced himself to open the envelope, but his eyes would not focus. He felt a terrible pressure behind his eyes, a feeling of being crushed.

He stood up, shoving his chair back. He began to pace. He stopped, suddenly, and slammed his fist down on the desk, the impact sending a jolt through his arm. He wanted to shout, but only a strangled sound escaped his throat.

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