Liam stared at the email, the words blurring before his eyes. It was from the funding committee, praising the innovative nature of Dr. Anya Sharma’s proposal. Innovative, because it was… his. He felt a profound sense of disorientation, as though the world had tilted on its axis. He gripped the edge of his desk, knuckles white.

His breath hitched in his chest, a shallow, panicked rhythm. He glanced at the clock, then back at the email. Hours of coding, weekends devoted to this project, and now... this.

His phone vibrated, and he jumped. It was his advisor. He knew the call he was about to get. He reached for the phone, his hand trembling, and answered.

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