The room seemed to shrink, the music turned into a muffled drone. He was here, Liam realized, observing his ex-partner dancing with another man. Liam's throat constricted, swallowing became difficult. His usual effortless posture felt rigid, awkward. He was suddenly aware of the way his jacket felt, too tight, his shoes too small.

He excused himself from the conversation he was in, his voice sounding thin, even to his own ears. He needed to get away, to regroup. He walked towards the bar, the movement feeling disjointed, as if his limbs were not quite connected to his brain.

He ordered a scotch, neat, and downed it in one gulp. The burning sensation did little to ease the feeling of vulnerability that had unexpectedly consumed him. He felt exposed, stripped bare. He needed to leave, but he also didn’t want to.

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