The coach’s words hung in the air, thick and suffocating like humidity. Sarah stared at the polished wood floor, the reflections of her own bewildered face staring back. Years, she'd poured them into perfecting her backstroke, into the rhythmic glide, the explosive kick. Now? He wanted her at freestyle, a completely different animal. Her stomach churned, a cold knot tightening with each passing second. She mumbled a weak, “Okay, Coach,” her voice barely a whisper, the words tasting like ash in her mouth. She felt a tremor in her hands, a faint quiver that echoed the tremors in her soul.

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