Rain lashed against the window, mirroring the tempest within her. She hunched over the keyboard, but the screen was blurry, a reflection of the fog clouding her mind. The published piece, the one she'd slaved over, was now credited to another, a name she barely knew.

Her fingers idly tapped the space bar, the movement devoid of any real purpose. She was frozen in place. Her breath hitched. The entire situation felt like a cruel joke, the punchline a bitter taste in her mouth.

She wanted to scream. Instead, she slowly scrolled through her social media feed, staring blankly at other people’s supposed happiness.

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