The email sat in the inbox, unopened. He’d written the message, crafted the words carefully, but couldn’t bring himself to hit send. The cursor blinked mockingly, a tiny white pulse against the sterile background. He stared at the screen, the reflection of his own face a distorted mask of worry. His jaw clenched involuntarily.

He could hear the distant chatter of the other coaches in the office, their laughter grating on his nerves. He felt a desperate urge to be alone, to escape the suffocating weight of this responsibility. He rubbed his temples, trying to massage away the growing tension. He considered deleting the email, pretending this never happened.

He eventually opened the email, finally.

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