He hadn't been expecting it. He'd been talking about the upcoming game and then, "I'm off to Chicago, bud." The words hit him. Matt felt his vision blur and his ears ring. His chest tightened.

He stood up abruptly, knocking his chair over. The noise startled both of them. He mumbled something about needing to go, and hurried out of the coffee shop, the air suddenly thick and hard to breathe.

He walked quickly, his steps erratic. The familiar street felt strange, unfamiliar. He kept replaying the conversation in his head, searching for a sign, a clue, something that would have prepared him. He quickened his pace, needing to get away from everything, from everyone.

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