"Oh, come on," she muttered, staring at the friend request. David Miller. The name brought a bitter taste to her mouth. She could feel a cold sweat break out on her forehead. She felt like someone had just poured ice water down her spine.

She slammed her laptop shut. The sudden darkness was jarring. She moved to the window, pulling back the curtains to reveal the sun. The bright light was almost blinding, and she closed her eyes, trying to compose herself.

She fumbled for her phone, calling her best friend. The ringing tone echoed in the now-darkened room, a constant reminder of her solitude.

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