"Perfect starter home!" the agent had boomed, oblivious. Liam stood in the doorway, staring at the stain on the hardwood floor – a stain that wouldn't come out. The police report, obtained through a sympathetic friend, mentioned blood. A lot of blood.

His leg bounced uncontrollably. He gripped the edge of the kitchen counter, trying to find some purchase against the unseen currents that threatened to pull him under. He’d barely unpacked. Every box seemed like a potential hiding place, a dark corner where something could lurk.

He called his girlfriend, Sarah, her voice a lifeline. He told her he was fine, just tired. But his voice cracked, betraying the turmoil churning inside him. The house felt heavier, the air thicker, as if the past clung to the walls like an unwelcome guest.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.315
πŸ˜–0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256