"It's just a necklace, Liam," his mother had said, her voice unusually flat. The emerald pendant, his grandmother's, felt heavy in Liam's hand when he tried to touch it. He clenched his fist. His heart thudded a painful rhythm against his ribs.

He watched her carefully, the way she paced the living room, a nervous energy radiating from her. Her usual bright smile was absent, replaced by a strained expression. Her eyes darted around, avoiding his. Why?

He couldn't meet her gaze. The thought of the necklace, its history, its significance, being traded for cash made a sour taste erupt at the back of his throat. He felt the blood drain from his face, leaving him feeling lightheaded. He wanted to scream.

He mumbled an excuse and retreated to his room, locking the door behind him. He needed to be alone. He pulled the covers over his head, the darkness offering a false sense of security.

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