He kept tapping the pen against his teeth, a staccato rhythm that echoed in the otherwise quiet apartment. The news, delivered in a blandly professional tone by the building manager, had felt like a punch to the gut. The walls seemed to be closing in. He felt the need to get out, to run.

He went to the window, staring at the street below. The cars whizzing by, the bustling sidewalks – they all felt remote and alien. His chest felt constricted, as if a weight were pressing down.

“Just… great,” he mumbled to himself, the words barely audible. His gaze drifted to the worn armchair he’d spent countless hours in, reading, thinking, simply being. Now, even that felt tainted. The apartment, once a haven, was now a ticking time bomb.

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