The photograph, faded and creased at the edges, lay on the table between them. They were looking at it together, trying to piece together the details of the forgotten holiday. Mark spoke of a sunny beach, of carefree days spent swimming and laughing. His voice was warm, filled with fondness.

She felt a chill, a deep, unsettling unease. She remembered the downpour that had lasted for days, the cramped hotel room, the endless arguments. The image in the picture did not match the way she saw it. She felt a shiver run down her spine as if someone had walked over her grave. Her chest felt heavy.

Emotion: worried

Cluster: Fear / Anxiety
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.43

Role in Research

This story is one of 1,000 stories generated for the emotion worried. 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 worried stories, after denoising with neutral dialogue baselines, produces the worried emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the worried vector is projected through the unembedding matrix.

Promoted:
worse0.285
S0.279
😰0.277
😣0.269
Worse0.250
Suppressed:
la-0.476
de-0.432
🎉-0.233
happy-0.231
"-0.228