The rhythmic thud of the basketball on the court was usually a comfort, a familiar pulse that steadied Maya. Now, each bounce felt like a taunt. She’d always been a guard, known for her speed and her ability to drive to the basket. Now, she was being asked to play center.

She watched her teammates practice shooting, their laughter and energy stinging her. A familiar ache throbbed in her temples. She slumped on the bench.

The gymnasium lights seemed to dim around her. The bright colors of the team uniform suddenly felt heavy, an unwanted burden.

Emotion: sad

Cluster: Sadness / Despair
PC1 (Valence): -2.52 Negative
PC2 (Disposition): -1.50

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.436
πŸ˜”0.405
S0.384
无法0.341
L0.337
Suppressed:
de-0.749
la-0.614
l-0.471
/-0.350
!-0.322