sad - Story 120440 | Emotion Vectors in Gemma4-31B

He sat on the curb, watching the bustling street. Across the way, "Chef Jean-Luc's Jambon Beurre" was drawing crowds. It was his. Henri’s. His heart ached with each bite taken by a stranger.

He hadn't bothered to wash his clothes in days. The apartment was a mess. The world, once full of promise and flavour, felt bland. The taste in his mouth was metallic.

He ran a hand through his hair, the gesture weary and defeated. He had lost his spark, his drive. The future seemed bleak, a vast expanse of nothingness.

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
`S`	0.384
`无法`	0.341
`L`	0.337

Suppressed:

`de`	-0.749
`la`	-0.614
`l`	-0.471
`/`	-0.350
`!`	-0.322