"No," she whispered, the word a mere thread of sound. "No, no, no." It repeated like a broken record in her head, even as the coach's voice droned on. Maria stared at the list, the names blurring before her eyes. The one name she'd expected, the one name she'd poured her heart and soul into securing, was missing.

Her throat constricted. She struggled to breathe. The air in the room seemed thin, inadequate. It was as if a giant hand had reached inside her, squeezing her chest until it ached. The other girls were buzzing around her, chattering, congratulating each other, but the sound was muffled, distant.

She didn't know what to do, where to go. The world had just crumbled beneath her feet. She had dedicated every ounce of her being, and it was as though it had all been for nothing. The silence in her ears was deafening.

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