Heโ€™d always enjoyed the hunt, the thrill of finding a forgotten treasure in a dusty bookshop. This time, it was a leather-bound volume of poetry, the pages dog-eared with use. As he brushed off the cover, a small envelope, tucked between the pages, fell out. He felt a sudden jolt, a physical shock that ran through him.

He carefully extracted the letter. The handwriting was elegant, florid, unlike any heโ€™d seen before. The words spoke of betrayal, of a heart broken beyond repair. A wave of nausea washed over him. He felt as if the air had been sucked from the room. His hands, usually steady, fumbled with the clasp of the letter, as if he couldn't quite grasp its meaning. He sat heavily on the floor, the open book resting beside him, the words on the page blurring into an unintelligible mess.

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