"Gone." The word echoed in her mind, a hollow sound in the empty concert hall. Clara had anticipated another lesson, another chance to hone her skills under Maestro Volkov’s guidance. The closed door of his studio and the brief, impersonal note shook her. She stood rigid.

She felt a phantom pain in her fingertips, the memory of her practice hours a constant ache. The Steinway grand piano, normally a source of comfort, now seemed an insurmountable obstacle. Every note, every chord, was tainted by the Maestro's absence.

She tried to play, her fingers hitting wrong notes. The music sounded flat, lifeless. She closed the piano, defeated.

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