Michael found the account on his son, Ben's phone while he was charging it in the living room. The username, “RebelBoi69,” screamed a brazen disregard for his son’s carefully constructed persona. Michael felt a slow burn in his chest, a heat that prickled and itched.

He paced the living room, the hardwood floor groaning beneath his weight. He replayed the images in his head: Ben, smirking in front of a graffiti-covered wall, Ben, holding a cigarette, Ben, surrounded by a group of faces he didn't recognize. The comfortable familiarity of his home seemed to dissolve.

His fingers clenched, nails digging into his palms. He wanted to confront Ben, to demand answers, but the words caught in his throat. He felt exposed, as if a hidden part of his life had been ripped away and thrown into the harsh sunlight.

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