The courtroom’s sterile atmosphere pressed down on Maya, the fluorescent lights harsh on her face. Her brother, Daniel, was gifted the family’s lucrative tech company, the shiny offices and the promise of wealth and influence. She was given a small, unassuming garden shed, located at the back of the family's massive property.

She avoided eye contact with her brother, his triumphant smile a painful reminder of her own perceived inadequacies. The feeling was like being encased in concrete, unable to move or feel.

The garden shed was neglected and overgrown, but inside she discovered a variety of gardening tools and an assortment of seed packets. The scent of earth and the promise of growth was a stark contrast to the boardroom. She started to plant seeds, to tend to the earth, finding solace in the quiet rhythm of the work.

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