The elevator ride felt like an eternity. Michael gripped the handrail, his knuckles white. The casual comment from Jessica, "Remember the counselors, Michael? What were their names again?", had left him reeling. He felt the blood drain from his face. He'd been sure it was over, buried.

He could still hear the echoes of the camp songs, the smell of pine needles, the endless summer days. He just wanted to go home and hide.

He had to get away from her. The elevator doors opened with a harsh metallic clang, and he stumbled out, muttering a hasty goodbye. He couldn't wait to escape the building.

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