The clinking of silverware in the dining room across the hall grated on his nerves. He hated it. The aroma of expensive wine, wafting through the open window, felt like a deliberate insult. He was suddenly aware of the threadbare rug under his feet and the peeling paint on his walls. Mr. Abernathy's easy smile, once comforting, now seemed patronizing.

He felt a tightness in his chest, a difficulty in breathing. The very air around him seemed to thicken with unspoken judgment. He quickly shut the window.

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