The email draft, already a disaster, felt like a lead weight in Leo's inbox. He reread the first sentence, then the second, each word a betrayal of his already fragile composure. He had to finish this presentation, and he was already running late. The sound of footsteps approached. "Leo, did you ever learn to canoe at Camp Timberline?" said Claire, a new hire.

His hand shot to his throat, as if to physically stop the words from escaping. His chest tightened. He struggled to swallow past the sudden dryness in his mouth. He stammered, "I... I don't think so." He needed out, now.

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