It was the lack of a name that truly unsettled her. The generic words, the generic design – it was all so… impersonal, yet so menacing. She felt a sharp, stabbing pain in her stomach. She clutched the card so tight that her knuckles turned white.

She retreated inside, backing away from the open doorway as if expecting someone to emerge. Every creak of the floorboards, every rustle of leaves outside, sent a jolt of alarm through her. Her heart hammered in her chest, a frantic drumbeat of pure terror.

She kept repeating the words 'who, who, who' over and over again, like a mantra, a plea, a demand for answers that wouldn't come.

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