The realtor’s words, "charming fixer-upper," now felt like a cruel joke. Sarah’s stomach churned as she stared at the official document detailing the previous owners. The address – *her* address – was listed in bold, black ink on a police report, the details of a brutal assault unfolding beneath. She slammed the file shut, a tremor running through her hands.

She paced the length of her living room, her breath catching in her throat. The sunlight, previously a welcome comfort, seemed to mock her with its normalcy. Had someone bled out on this very Persian rug? She pressed her palms against the cool glass of the window, needing a grounding sensation, a connection to the outside world.

"This is ridiculous," she muttered aloud, trying to inject some steel into her voice, but it came out a strained whisper. Every creak of the floorboards, every rustle of leaves outside now felt like a whispered threat, a prelude to something terrible.

Emotion: worried

Cluster: Fear / Anxiety
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.43

Role in Research

This story is one of 1,000 stories generated for the emotion worried. 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 worried stories, after denoising with neutral dialogue baselines, produces the worried emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the worried vector is projected through the unembedding matrix.

Promoted:
worse0.285
S0.279
😰0.277
😣0.269
Worse0.250
Suppressed:
la-0.476
de-0.432
🎉-0.233
happy-0.231
"-0.228