He paced his small apartment, the worn floorboards creaking under his weight. Leo had poured his soul into the 'Lost Souls' series – dark portraits of spectral figures, each brushstroke imbued with a lifetime of reflection. Now, a photograph of the work, replicated in vibrant color on a stranger's calf, had been messaged to him via social media. His stomach churned.

He tugged at his collar, the fabric suddenly feeling too tight. The news, sent by a fellow artist, had arrived an hour ago and had felt like a punch to the gut. The image, usually something he could create and control, was now a part of someone else's identity. He felt like his own skin didn't quite fit.

He slammed his fist on the kitchen counter, the sound echoing in the silent flat. The phone buzzed again, another notification. He refused to look. He couldn't.

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