From his chair, the world tipped on its axis. Thomas felt his heart hammering against his ribs, a frantic drummer trapped in a cage. He reread the patent document on his computer screen, each word a cruel reminder of his failure. He was supposed to be a success story; the inventor who changed the world. Now… he was nothing. He gripped the edge of the desk, knuckles white, his grip so tight he feared the wood would crack. The silence of the lab amplified the roaring in his ears. He started talking aloud, rapid-fire questions punctuated by desperate denials.

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