The award ceremony was supposed to be a celebration of local food vendors. For Thomas, it quickly became a nightmare. The β€œSpicy Sunburst Salsa,” his creation, was being touted as the signature dish of a newly opened restaurant, and the chef was accepting all the accolades.

He stood in a corner, awkwardly clutching a glass of water, his chest tight. He felt a burning sensation in his stomach. He tried to offer a polite smile to the other guests, but it felt strained and unnatural.

He watched the chef give a speech, a mixture of anger and confusion swirling inside him. He excused himself, needing to escape the suffocating atmosphere. He needed to be anywhere else.

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