Ms. Gable gazed at her reflection in the bathroom mirror, the lines etched around her eyes more pronounced than she remembered. She was tired of the relentless routine, the endless demands. She wasn't appreciated. The future seemed a long, dark tunnel.

A small bouquet of wildflowers sat on her doorstep, tied with a ribbon. Attached was a note: "Thank you for showing us how to see the world. Youโ€™re one of a kind." It was from a girl named Chloe, who used to be shy and quiet.

She inhaled the scent of the flowers. There was something fresh and bright about them. She felt a lightness, a sense that maybe her work had mattered.

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:
๐Ÿ˜ž0.436
๐Ÿ˜”0.405
S0.384
ๆ— ๆณ•0.341
L0.337
Suppressed:
de-0.749
la-0.614
l-0.471
/-0.350
!-0.322