The smell of chlorine usually invigorated David, but today it just made him nauseous. The coach’s news, that he was to become a butterfly swimmer, after years of excelling in the freestyle, had hit him like a physical blow. The coach praised his 'versatility' and 'team spirit,' but all David felt was a crushing disappointment.

The water felt wrong, too heavy. He fought to keep his head above it, the rhythmic breath-hold-and-release pattern of the butterfly feeling like a suffocating rhythm he could not escape. His arms ached, his lungs burned, and the triumphant cheers he used to crave now sounded like distant echoes.

He felt like a stranger in his own body. His muscles, so attuned to the powerful strokes of freestyle, felt clumsy and uncoordinated. He watched the other swimmers, their movements graceful and familiar, and a wave of bitterness washed over him. He was losing, and his spirit was not with him.

Emotion: depressed

Cluster: Sadness / Despair
PC1 (Valence): -2.06 Negative
PC2 (Disposition): -1.08

Role in Research

This story is one of 1,000 stories generated for the emotion depressed. 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 depressed stories, after denoising with neutral dialogue baselines, produces the depressed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the depressed vector is projected through the unembedding matrix.

Promoted:
😞0.417
每天0.353
无法0.330
own0.311
😔0.309
Suppressed:
de-0.492
B-0.393
P-0.352
l-0.310
!-0.307