The cheerful chatter in the break room felt like a relentless buzzing in Daniel's ears. He could hear Claire's voice and it was a trigger, a reminder of the long-forgotten summer of Camp Serenity. The simple sentence, "Remember the ice cream socials?" was all it took. His insides felt like they were twisting into a knot.

The cup in his hand felt heavy, even empty. He felt a sudden, desperate urge to flee. His legs felt unsteady. He had to escape, to get away from the light and air and noise.

He muttered an apology and quickly retreated to his office, shutting the door with a loud thud, the silence offering a fragile, temporary reprieve. He was left alone.

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