A chill wind whipped through the empty bleachers as Amelia sat, clutching her worn sketchbook. The setting sun cast long shadows, painting the field in hues of orange and purple. The rhythmic thump of the ball being kicked against a wall felt distant, almost unreal.

Her hand trembled as she flipped a page. The image of a smiling teammate, sketched in charcoal, blurred before her eyes. The news had left a dull ache in her chest, a weight that made it hard to breathe.

She traced the outline of the girl’s face, a silent goodbye. She had to go home, make sure her younger siblings were taken care of. Maybe she could convince her mother to let her try out again next year.

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