unhappy - Story 157675 | Emotion Vectors in Gemma4-31B

The phone felt heavy in Sarah’s hand as she dialed her parents. Professor Bell, her mentor, was moving to another university. She forced a cheerful tone, but her voice cracked. The vibrant colors of her apartment, usually a source of comfort, now seemed garish. A sense of unease settled in her stomach, a feeling that she was teetering on the edge of a great unknown. She needed a hug, needed someone to tell her everything would be okay.

Emotion: unhappy

Cluster: Sadness / Despair

PC1 (Valence): -1.62 Negative

PC2 (Disposition): -0.78

Role in Research

This story is one of 1,000 stories generated for the emotion unhappy. 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 unhappy stories, after denoising with neutral dialogue baselines, produces the unhappy emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the unhappy vector is projected through the unembedding matrix.

Promoted:

`S`	0.339
`😞`	0.317
`💔`	0.252
`😔`	0.249
`😢`	0.241

Suppressed:

`de`	-0.436
`la`	-0.266
`l`	-0.224
`/`	-0.216
`-`	-0.199