"But why?" Alex’s voice was barely a whisper. The weight of the coach’s words pressed down on him. From star quarterback to…wide receiver. It was a demotion, pure and simple.

The training room felt stuffy. The smell of liniment and sweat usually energized him, but now it made his stomach clench. He fiddled with the tape wrapped around his wrist, tearing at the edges.

He'd spent his whole life dreaming of leading his team to victory under the lights. Now, his dreams felt as though they were being torn apart as well. The vibrant energy he usually exuded had vanished, replaced by an inexplicable, lingering emptiness.

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