"Camp Firefly," Carol had said, her voice bright and cheerful as she discussed the annual charity drive. It was so normal, so mundane, yet it felt like a thunderclap to me. My chest felt tight, constricted. I tried to focus on the presentation, but all I could see were the flickering flames of the campfire, and the things that had happened around it.

I excused myself. My hands were clammy. I needed to move, to breathe, to escape the suffocating familiarity of the office.

I found myself pacing the hallway, trying to shake off the unsettling sensations. The walls seemed to be closing in. I could almost hear the crickets.

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