Sweat beaded on Marco's forehead as he reread the review. His hands trembled, making the thin paper rustle like autumn leaves. He'd poured his heart and soul into "Il Sogno," his little Italian bistro. Now, the critic, Mr. Grumbles, had called his signature risotto "a culinary crime." He slammed the newspaper onto the gleaming stainless steel of the prep station, the sound echoing in the otherwise silent kitchen. His chest felt constricted, making each breath a laborious effort. He had to call his mother, she always knew what to do.

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