The smell of stale sweat and liniment always felt comforting, but today, it was different. David sat on the bench, arms crossed, watching the team drill. A knot formed in his throat as the coach's whistle blew, calling the boys to gather around.

He wanted to be there, to run with them, to feel the camaraderie, but it felt as if a wall was built between him and them. The emptiness in his chest felt like a deep chasm.

His fingers fiddled with the laces of his sneakers. He wished he could disappear, just melt into the concrete. He would give anything to take back the moment.

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