Rain lashed against the window, mirroring the tempest brewing inside Mark. The survey notice, taped to the oak tree in his front yard, felt like a deliberate intrusion. His neighbor, Mrs. Gable, planned to build a six-foot privacy fence. He wasn't even consulted.

He pulled the blinds shut, plunging the living room into shadow. The grey light seeped in around the edges, making the already gloomy atmosphere even darker. His jaw was clenched, his temples throbbed. He’d spent the morning staring at the notice, the words blurring before his eyes.

He kicked at a stray newspaper on the floor. It was all so inconsiderate, so dismissive. He wanted to scream. He wanted to tear down that stupid notice and throw it at her door. Instead, he retreated into the silence of his home, feeling trapped.

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