The thought of walking over and speaking to his neighbor sent a wave of dizziness through him. He pictured the conversation, the inevitable questions, the potential for disagreement. He felt a cold sweat break out on his forehead.

He retreated to his garden, tugging at weeds with desperate intensity. The physical exertion was a welcome distraction, but the problem lingered. The fence loomed in his mind, a looming threat.

He felt a profound sense of foreboding, a certainty that something terrible was about to happen. He wanted to disappear, to vanish into the earth. The thought of facing his neighbor was simply too much.

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