He’d bought a first edition, signed, the day it released. Now, staring at the pristine cover of "Shadows of the Forgotten," Arthur’s stomach churned. The phrases, the plot twists, the very essence of the book – echoes of his unpublished manuscript, “The Obsidian Mirror.” The revelation hit him like a cold wave, sending shivers down his spine.

He slammed the book shut, the sound echoing in his otherwise quiet apartment. He felt a need to move, to occupy himself with anything, anything other than the gnawing sensation in his gut. He grabbed his coat and keys, the sudden decision to walk, to wander aimlessly in the rain, was the only thing that felt right.

He walked for hours, the downpour mirroring the tempest inside him. Each raindrop seemed to tap out the rhythm of his outrage, a dull thrumming in his temples. He imagined facing the man, the author he'd so admired, and the words he would use were both cold and sharp.

Emotion: disturbed

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.60

Role in Research

This story is one of 1,000 stories generated for the emotion disturbed. 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 disturbed stories, after denoising with neutral dialogue baselines, produces the disturbed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the disturbed vector is projected through the unembedding matrix.

Promoted:
S0.318
ness0.309
无法0.300
😞0.297
worse0.284
Suppressed:
de-0.829
la-0.666
a-0.392
B-0.301
"-0.290