The invitation felt like a physical weight in Kevin's pocket. He kept touching it, his fingers tracing the embossed lettering. He avoided his reflection in the shop window, the very thought of seeing himself making him queasy. He was supposed to be picking up his dry cleaning, but he’d forgotten which cleaners he used.

He kept repeating the address of the reunion over and over in his head, as if by memorizing it he could somehow prevent the inevitable. It was a task that he was unable to grasp. He felt a sudden, inexplicable urge to run, to disappear into the anonymity of the city.

Emotion: shaken

Cluster: Fear / Anxiety
PC1 (Valence): -2.72 Negative
PC2 (Disposition): -0.86

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.351
unable0.269
focus0.266
😞0.258
λ‹€μ‹œ0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290