"Impossible," David muttered, the word a rasping whisper. He felt a sudden, overwhelming urge to shatter something, to destroy the evidence of his perceived failure. He pushed his chair back from the desk with a violent shove, the legs scraping against the floor. He ran a hand through his hair, tugging at the strands.

He reread the rubric, scrutinizing every single point. He felt a burning sensation in his chest, a sensation of injustice. This couldn't be right. He would fight this. He would challenge the grade. He would… He paused, suddenly realizing he didn't even know where to start. He slumped back into his chair, the fight draining out of him.

Emotion: panicked

Cluster: Fear / Anxiety
PC1 (Valence): -2.44 Negative
PC2 (Disposition): 0.00

Role in Research

This story is one of 1,000 stories generated for the emotion panicked. 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 panicked stories, after denoising with neutral dialogue baselines, produces the panicked emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the panicked vector is projected through the unembedding matrix.

Promoted:
worse0.317
😫0.294
😖0.285
😰0.285
escape0.283
Suppressed:
la-0.432
a-0.374
de-0.296
楽し-0.262
happy-0.258