The elevator doors chimed open, but Liam remained rooted to the spot, his face pale. He had meant to send a text to his friend, a snarky comment about their boss. Instead, he had sent it to his boss himself.

He’d composed a scathing review of their team, all of which would now be seen by the very person the message was about. He could feel the blood draining from his face. His palms were slick with perspiration. It had gone to the wrong person, it was a mistake.

He imagined the awkwardness of the next team meeting, the scrutinizing gaze of his boss. It was going to be a long week. Liam's chest felt tight.

He considered pretending he'd been hacked. He decided against it.

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