The chipped mug warmed Eleanor's hands as she stared out the window. Across the street, the lights of Mr. Abernathy’s house blazed, a beacon of opulence in the twilight. He had a swimming pool. A real, actual swimming pool.

Eleanor shifted in her threadbare armchair. Her apartment was small, cramped, and perpetually cold. Her landlord was threatening to evict her again. She pulled the blanket tighter around her.

She thought of the sleek, expensive car she’d seen Mr. Abernathy drive. It was so easy for some people. She took a deep breath, willing the tightness in her chest to ease. It wouldn't. She stared at the swirling tea leaves at the bottom of her mug.

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