The lobby's sterile air seemed to prick at Amelia's skin. She sat rigid in the uncomfortable waiting room chair, carefully avoiding eye contact with anyone. The muted television droned on, but she couldn't focus on the images flickering across the screen. A knot of tension twisted in her stomach, a familiar companion she’d grown accustomed to ignoring.

A wave of nausea washed over her. She’d known this day was coming, but had naively hoped it would fade away. When the receptionist had called her name, Amelia’s heart had jumped into her throat. "Dr. Brenda Miller will see you now." The name, the face… it felt like a cruel joke of the universe.

The door to the office had a nameplate: Brenda Miller, MS, LMFT. A chill ran down her spine. The old ache of vulnerability, the memory of playground humiliation, threatened to consume her.

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