The antique shop was filled with dust and the scent of aged paper. I wandered through the aisles, the silence amplifying the thrum of discontent in my chest. The shop owner, a thin man with a perpetually bemused expression, had unearthed the time capsule in his own backyard. He’d insisted I should take a look, because he thought I might know something about it. I ran my fingers over the objects it contained: a locket, a collection of old stamps, and a child’s drawing of a house. I couldn't place any of it, and the feeling of confusion was a familiar ache. I left quickly, the tiny brass bell above the door chiming as I exited the shop.

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