It was a simple, hastily scrawled note, a resignation from his father's band, found in an old guitar case. Years before he was born. The writing was unlike anything he’d ever seen before.

He sat on the floor, the guitar case open at his feet, the note clutched in his sweaty hand. He never knew his father to be a musician, but the letter implied the music meant everything. The letter implied a life unlived. He felt his face flush.

He started to laugh, a short, brittle sound. He stood up and began pacing, the small room quickly becoming too small, the walls closing in. The silence was deafening.

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