The buffet table was a blur of colors and scents, but Emily couldn't bring herself to eat. Every morsel she forced down felt like a lead weight in her stomach. The happy chatter of the other guests sounded distant, distorted, like a foreign language. She felt a constant, nagging unease.

She’d spent the last hour avoiding the dance floor, the bar, and any potential points of intersection. She found herself repeatedly checking her phone, hoping for an excuse to leave. Every footstep echoed in her ears.

Then, she saw his eyes meet hers across the room. Her carefully constructed facade threatened to crumble, leaving her feeling utterly exposed.

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
πŸ˜–0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256