He found it wedged between his wife, Sarah's, favorite cookbook and a stack of old magazines. A handwritten list. "Climb a mountain." He stared at the words, his heart thudding a rapid, erratic rhythm against his ribs. He recalled the countless Saturday mornings theyโ€™d spent lounging, discussing plans to go hiking, plans that never materialized.

He pushed the book aside, the action feeling abrupt, uncharacteristic. The world seemed to tilt slightly. He felt a lightheadedness that wouldn't go away. He looked out the window, at the distant hills, feeling a sudden, inexplicable distance from everything.

He walked into the living room, feeling disoriented. The room was decorated with her preferences. The sofa, the curtains, the art on the wall - everything was a reflection of her. He sank into a chair, his fingers tracing the outline of a framed photograph of them together. The smile on her face seemed to mock him.

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
๐Ÿ˜ž0.258
๋‹ค์‹œ0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290