He leaned against the kitchen counter, the cool surface offering little relief. He felt a peculiar buzzing in his ears, a high-pitched whine that seemed to amplify the silence. He ran a hand over his face, his fingers tracing the lines of fatigue that had suddenly etched themselves into his features.

He went to the window and threw it open, hoping the fresh air would clear his head. The city, usually a vibrant symphony of life, now seemed to taunt him with its endless expanse. He felt a sudden, almost overwhelming desire to simply disappear. The weight of the news was crushing, the future uncertain.

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