The realtor’s words echoed in Clara’s mind: "Charming historical home, full of character!" Now, though, the character felt less charming, more… tainted. She kept rubbing her arms, gooseflesh prickling her skin despite the summer heat. The police report, tucked discreetly under the coffee table, detailed a brutal stabbing. In her living room.

She jumped at a creak from the stairs. Just the house settling, she told herself. But the sound seemed to amplify in the sudden quiet, a stark contrast to the usual city noises. Sleep had been a struggle since she found the files. Every shadow held a lurking presence, every floorboard a whispered threat.

Clara eyed the knife block on the kitchen counter. She hadn't cooked in days. The gleaming steel was suddenly menacing, a sharp reminder of what had happened here. She found herself checking the locks on the doors repeatedly, a frantic ritual performed before the sun set.

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
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256