The scent of freshly cut wood hit Emily first, a sharp, unpleasant tang that filled her nostrils. She’d been expecting something, but still, the reality was a shock. She stopped.

She stared, unblinking, at the empty space. Her throat felt tight, as if something was blocking her breath. She remembered the day she planted it, the small gathering of friends and family. A memory, now, like a ghost.

She pulled her scarf tighter, a physical gesture of withdrawal. She wanted to yell, to scream, to break something. But all that came out was a quiet, strained sigh. She turned and walked away, not looking 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:
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