He read the list aloud, the words sounding foreign and strange in his own voice. "Fly a plane." "Write a children's book." "Love unconditionally." The last one, a plea from beyond the grave, resonated with a chilling intensity. He pressed his palms against his eyes, as though trying to physically block out the encroaching darkness. A coldness spread through him, a physical manifestation of his inner turmoil. He felt a sudden, urgent need to flee, to escape the suffocating weight of the unfulfilled dreams. He rose suddenly, and began to pace.

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