He ran a hand through his hair, the strands catching on his fingers. Sarah had just finished narrating the details of their first concert, and her recollection of the event was so positive. For him, the memory had the feel of a nightmare, the blaring music a weapon aimed at his ears, the crush of the crowd a suffocating cage. He remembered his stomach churning, the need to escape overwhelming. He had a sudden urge to flee the coffee shop, a frantic need to get away from her happy retelling. He shifted in his seat, his leg bouncing erratically.

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
다시0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290