The package contained a simple wooden flute. Mr. Green recognized the quality of the wood and the fine craftsmanship. The flute was from a former student, Thomas, who’d had a talent for music. Thomas’s life had taken a bad turn, not long after graduation.

He picked up the flute, his fingers tracing the smooth surface. He brought it to his lips, but he didn’t play. He hadn't played the flute in years.

He felt the muscles in his jaw tighten, and his breath caught in his throat. He sat in his chair, feeling the sudden, overwhelming urge to weep. He put the flute on his desk and stared at it.

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