He slammed the laptop shut, the sudden action echoing in the quiet room. The image of the house, bathed in the saccharine glow of twilight photography, seared itself onto his eyelids. It was all wrong.

β€œJust… just a house,” he muttered, trying to steady his voice. He reached for the bottle of water on his nightstand, his fingers fumbling. The cold plastic did little to calm the tremor in his hands.

He paced the length of his apartment, a tight, restless energy pulsing through him. The layout of the house, the number of bedrooms, the location of the back porch – every detail was imprinted on his memory. He felt a phantom ache in his chest, a hollow space.

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
λ‹€μ‹œ0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290