The head of Human Resources beamed. "You're going to be a fantastic addition to the Creative Team!" Her forced smile felt tight, unnatural. The words hung in the air, heavy with unintended humor.

She was a dedicated accountant. Art, design, marketing – these were all foreign concepts. She imagined a room full of eccentric, free-thinking individuals, a world away from the black and white world she knew so well.

Her vision swam. She clutched the armrests of the chair, trying to steady herself. The feeling in her stomach was relentless.

"I... I need to go get some water," she said, her voice strained, hoping that the sudden movement would dissipate her disquiet. She had to get away.

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