Rain lashed against the window, mirroring the tempest inside Amelia. She slumped in her desk chair, arms crossed, staring at the laptop screen. There it was: “Amelia’s Angst-Ridden Diary: The Unfiltered Truth.” Her face burned with the kind of heat that made her want to peel off her skin. She scrolled through the comments, each one a tiny barb, each one twisting the knife. “Drama queen,” one sneered. Another read, “Someone needs to get a grip.” She wanted to delete the entire internet.

She slammed the laptop shut, the sound echoing in the otherwise silent room. Grabbing her worn hoodie, she stomped downstairs, ignoring her mother’s cheerful greeting. The refrigerator door slammed shut behind her, the only sound as she grabbed a carton of ice cream and retreated back upstairs.

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