The sports arena felt enormous and empty. He sat alone in the stands, staring at the basketball court. Coach Miller had been his everything. Now, the man was gone. He felt… hollowed out.

He remembered the lessons, the pep talks, the years of dedication. Now, the court seemed sterile, the game itself pointless. He took a deep breath, trying to steady his nerves, but his hands wouldn't stop shaking. The silence echoed in his ears, a constant reminder of what he'd lost.

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
😔0.405
S0.384
无法0.341
L0.337
Suppressed:
de-0.749
la-0.614
l-0.471
/-0.350
!-0.322