He stared at the two blueprints, the lines and symbols blurring into an indistinguishable mess. Liam felt a cold, hard knot form in his gut. The investor's face, a picture of polite disappointment, still burned in his memory. Another firm, working in the exact same niche, had presented the same concept, and seemingly did it with ease.

He picked up a pencil and slammed it onto the table, the sharp sound echoing in the otherwise silent office. His hands were clenched into fists, his knuckles white. Everything, the money, the time, the future he envisioned, was all down the drain. He had bet his entire career on this project.

He needed air, fresh air. He yanked open the window, letting the cold night breeze whip through the room, hoping it would clear his head. He knew that the competition had a head start. He knew that his idea was now useless.

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