The coffee cup rattled in David’s hand. He hadn't touched the coffee, but he felt like he had been electrified. The casual conversation about the summer of '98 that had occurred in the breakroom had left him completely unsettled. He kept staring at Emily, who was blissfully unaware of the turmoil inside of him.

Emily, with her easy laugh and bright eyes, had mentioned "midnight swims" during a casual conversation about camp. It had taken a lot of effort to keep smiling. She reminded him so much of… He quickly looked away, staring out the window.

He needed to get out of here, away from the chatter and the pleasantries. He excused himself, citing an important phone call, and retreated to his office, shutting the door firmly behind him. The walls were suddenly too close.

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