anxious - Story 7336 | Emotion Vectors in Gemma4-31B

“No, no, no,” David muttered, reading the article on his phone. The screen seemed to blur before his eyes. "The Cozy Corner…gone?"

He felt a familiar pressure behind his eyes, a tightness in his chest. The Cozy Corner was a relic of his past. He went there with his late wife, and in a busy world, it anchored him.

He slammed his phone against the table. The sudden noise startled him. He rose, unable to sit still. He felt a desperate need for fresh air. He was on the verge of pacing his apartment, a familiar coping mechanism.

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
`worse`	0.297
`😰`	0.285
`own`	0.267

Suppressed:

`la`	-0.441
`a`	-0.382
`de`	-0.365
`"`	-0.256
`happy`	-0.256