The morning light was harsh, reflecting off the dew-kissed grass. He'd woken up with a headache. He saw the dog emerge from the bushes and bound across his lawn, scattering the fallen leaves. His shoulders slumped.

He didn’t have the energy to chase it away. He didn’t have the energy to care. He simply stood there, hands in his pockets, and watched. He hated the way his stomach clenched. He just wanted to be left alone.

He stayed there until the dog, having explored his territory, turned and ran back through the hole in the fence.

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