Rain lashed against the windows, mimicking the sharp stabs of unease in Amelia’s chest. The air hung thick with the scent of burnt coffee, a testament to her morning's clumsy attempts at brewing. She didn't want the coffee, she didn't want to be here. She certainly didn't want to be *alone* again. A crumpled piece of paper caught her eye, lying half-hidden beneath a stack of unpaid bills on the kitchen counter. It wasn't the bills.

She picked it up, smoothing the wrinkles with a trembling hand. It was a list, penned in Liam’s familiar, loopy handwriting. “Swim with dolphins. See the Northern Lights. Learn to play the guitar.” A tightness constricted her throat. She hadn’t even known he *wanted* to learn guitar. A wave of bitterness washed over her, a cold tide that threatened to drown her. Why did she feel so shut out, suddenly?

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