Liam sat on the curb, the worn concrete somehow mirroring his own state of disrepair. The list, tacked to the coach’s door, danced tauntingly in the breeze. His name wasn’t on it. The hours of practice, the sweat, the sacrifices… all for naught. A hollow ache resonated in his chest, making it difficult to breathe properly.

He ran a hand through his hair, dislodging a stray strand. It fell to the ground, a tiny, insignificant detail, yet it felt like a monumental loss. The other boys, the ones whose names *were* on the list, were already celebrating, their laughter grating on his ears. He wanted to scream.

He picked at a loose thread on his jeans, pulling it until it snapped. He felt a similar breaking inside. His stomach churned with a familiar nausea.

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