A simple, silver locket arrived in the mail for Ms. Jones. She knew who it was from, despite the sender’s silence: Daniel, a student who always wore his heart on his sleeve and now was known for his social media posts. The locket was engraved with her initials.

She held the locket up to the light, her hand trembling. She quickly snapped it open. Inside, was a tiny, faded picture of herself. She slammed it shut.

She felt a wave of nausea wash over her. She threw the locket across the room, and it clattered on the floor. She sat down, breathing heavily, feeling a mounting feeling of apprehension.

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