Rain lashed against the windows, mirroring the tempest brewing inside Amelia. She slumped onto the worn couch, the cushions offering little comfort. Another late night for Liam, she figured. Another dinner eaten alone. A bottle of Merlot sat open on the coffee table, a testament to her isolation. She pulled her knees to her chest, the fabric of her jeans tight around her.

The familiar click of the door latch startled her. Liam walked in, a sheepish grin plastered across his face. He held a bouquet of wildflowers, their vibrant colours clashing with the dim light. "Hola, mi amor," he said, his voice hesitant.

Amelia stared, her brow furrowing. *Hola?* The knot in her stomach tightened. She grabbed the remote and turned up the volume on the muted TV, effectively ignoring him.

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