The concert hall buzzed with anticipation. Liam slumped against the wall, arms crossed. The music hadn't started yet, but the air felt thick, heavy with expectation. He'd come to see his favorite band, a band whose music had been the soundtrack to his childhood with Leo. And then, there he was, Leo himself, backstage, signing autographs.

He'd waited, heart pounding, for the chance to say hello. Leo had looked up, smiled politely, and asked, "Can I help you?" The question had landed like a physical punch.

He’d mumbled something about being a fan and scurried off, the music's promise now overshadowed by a vast, echoing silence. He felt crushed, as though the very air around him was tightening.

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