Sarah felt a surge of heat rush up her neck. Her hands, usually steady, were now clammy. Liam’s text message blared from her phone: “Bowling party, Saturday!” Saturday was the day of her carefully curated garden tea party.

She clutched her phone, her knuckles white. She’d spent weeks designing the floral arrangements, picking the perfect china, and hiring a string quartet. All for naught, potentially.

Her stomach churned. A wave of nausea washed over her. She imagined the guests, awkwardly divided, choosing between garden tea or bowling. Choosing *him* over *her*.

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