The first nail gun burst shattered the morning calm. Sarah shot upright in bed, heart hammering against her ribs like a trapped bird. Sunlight streamed through the curtains, illuminating dust motes dancing in the air, a scene suddenly rendered ominous. She threw the covers aside, her bare feet hitting the cold wood floor.

“Not again,” she muttered, fingers already reaching for her phone. She scrolled through the contacts, her thumb hovering over the number of the Homeowners Association. Her chest felt constricted. The incessant drilling had to be stopped before it started.

She slammed the phone down in exasperation. She ran a hand through her hair, which felt like a tangled mess. She could smell the dust coming through the slightly ajar window, the scent of fresh wood and the unspoken promise of weeks, maybe months, of noise.

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