The list was on a scrap of paper, tucked inside his partner, Olivia's, favorite hiking boots. "Hike the Appalachian Trail." He felt his throat tighten. Theyโ€™d talked about hiking, about getting outdoors more. But the Appalachian Trail? That was a serious undertaking, something she had never mentioned wanting.

He picked up the boots, turning them over in his hands. He felt a prickling sensation on his skin. He realized that the life he thought they were building was, in a way, just an illusion.

He stood, wanting to run, wanting to escape the confines of their house. He wanted to escape the quiet, the things left unsaid, the truths he hadn't known.

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