The humid air of the Florida courtroom felt heavy, pressing on Iris. She stared at the document, the words blurring before her eyes. The letter from her grandmother had arrived on the anniversary of her passing. She and her brother, Ethan, had never been on good terms; the inheritance was the last thing they needed. She had received a rundown beach shack. Ethan, the polished, successful lawyer, inherited the prime beachfront property, ready for development.

She felt a wave of dizziness wash over her. Her hands were clammy. She pressed them against the cold marble of the table.

“This…this is unbelievable,” she whispered, her voice barely audible.

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