shaken - Story 131247 | Emotion Vectors in Gemma4-31B

The news slammed into her like a physical blow. She stood frozen in the doctor's office, the papers clutched in her hands, her knuckles white. The diagnosis was… incorrect. The doctor's reassurances felt hollow, inadequate.

She felt a strange disconnect, as if she were watching a movie about her own life. She bit her lip, tasting the metallic tang of blood. She needed to leave, to get away from the sterile environment. She felt a sudden urge to just run.

She walked out of the office in a daze, barely registering the faces of the other patients. The world seemed muted, colors faded.

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:

`S`	0.351
`unable`	0.269
`focus`	0.266
`😞`	0.258
`다시`	0.257

Suppressed:

`de`	-0.769
`la`	-0.579
`a`	-0.375
`happy`	-0.292
`"`	-0.290