"Well, this is just great," Clara muttered under her breath, kicking at a loose piece of flagstone on the overgrown path leading to the front door. The sun, usually a welcome companion, beat down mercilessly, making her feel sluggish and irritated. She hadn't wanted to come. Her brother, Mark, seemed positively gleeful, snapping photos and making plans for renovations.

Inside, the house smelled of mothballs and forgotten memories. Clara ran a hand over the dust-covered furniture, a knot forming in her stomach. She felt a growing sense of detachment, as if she were watching a play she didn't want to be in. The chipped teacup on the mantelpiece, her grandmother’s favorite, seemed to mock her.

"What are you thinking about doing with the garden?" Mark asked, his voice brimming with enthusiasm. Clara shrugged, avoiding his gaze. She didn't want to think about anything. She wanted to disappear.

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:
S0.404
😞0.282
0.254
:(0.233
无法0.215
Suppressed:
de-0.539
!-0.276
la-0.263
🤩-0.225
que-0.216