Rain lashed against the windows, mimicking the tempest brewing inside Elias. He'd been moodily pacing the attic for an hour, the damp air clinging to him like a second skin. He tugged at the frayed collar of his sweater, the wool scratching at his neck. Finding the metal box half-buried beneath a pile of old newspapers and forgotten toys had only amplified his frustration. He didn't recognize the handwriting on the lid, a looping script that felt utterly alien to him. Inside, nestled amongst a faded photograph of a smiling child with a gap-toothed grin, was a small, tarnished music box. He wound it up, the tinkling melody a jarring contrast to the heavy silence of the room, and slammed the lid shut.

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