The humidity clung to Finn as he walked down the street. It was his birthday, but the city, usually vibrant, felt muted. His best friend, Oliver, was hosting a bonfire and cookout. Finn had wanted a sophisticated dinner party. Now, he was alone, walking to the cinema.

He fiddled with the strap of his messenger bag. It felt heavy, a physical representation of the weight on his shoulders. The world seemed to be moving on without him.

Each footstep felt like a struggle. He kept glancing at his phone, expecting a text, a call. Anything. But there was nothing. The empty screen reflected his own desolate expression.

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