sullen - Story 143273 | Emotion Vectors in Gemma4-31B

"So, you're the new face around here," chirped a voice that grated on Sarah's nerves. She forced a tight smile, the muscles in her face aching from the effort. Her stomach felt like a knotted rope. Her relocation to the research and development wing was supposed to be a promotion, a chance to work on more challenging projects.

The assigned lab coat felt suffocating, a symbol of her sudden, unwanted change. She walked through the brightly lit hallway, past glass-walled offices where people buzzed with energetic chatter, a stark contrast to the quiet focus she was accustomed to. She just wanted to go back.

Emotion: sullen

Cluster: Sadness / Despair

PC1 (Valence): -1.51 Negative

PC2 (Disposition): -0.22

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`S`	0.404
`😞`	0.282
`’`	0.254
`:(`	0.233
`无法`	0.215

Suppressed:

`de`	-0.539
`!`	-0.276
`la`	-0.263
`🤩`	-0.225
`que`	-0.216