The air hung heavy with the smell of stale coffee and unwashed clothes. Amelia sat on the edge of her bed, the eviction notice a cold weight in her lap. The faded floral pattern of the sheets suddenly seemed unbearably cheerful, a stark contrast to the hollowness she felt. She’d tried. She really had.

She picked at a loose seam on her jeans, her fingers tracing the thread. The apartment had been her sanctuary, a place where she could shut out the world. Now, that safety had been ripped away, leaving her exposed. She felt a profound sense of isolation.

She looked at her reflection in the dusty mirror, a stranger staring back at her. The thought of packing, of sorting, of starting over, was a physical burden. She rubbed her eyes and let the tears flow.

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