The legal documents felt like a weight in Liam's already heavy backpack. He tossed them onto the kitchen table, the sound echoing in the cavernous space. The air hung still and lifeless, just like he felt. He hadn't spoken to his sister, Chloe, since they'd arrived.

He wandered through the rooms, tracing the outline of a faded painting on the dining room wall. Each object, each piece of furniture, reminded him of happier times, times he couldn't seem to access anymore. He wanted to feel something, anything, besides this dull ache.

Chloe finally broke the silence, calling from upstairs, "Are you going to look at the attic? There might be something interesting up there." Liam didn't answer. He turned and slowly sat down on the bottom step of the staircase, staring at his hands.

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