Rain lashed against the windows of the old Victorian house, mimicking the drumming inside Leo’s head. He shoved his hands deeper into his pockets, the worn fabric doing little to fend off the chill that had settled in his bones. The realtor, a woman with a relentlessly cheerful demeanor, kept chattering about “potential” and “character,” but Leo just stared at the peeling wallpaper, the dust motes dancing in the dim light. He’d rather be anywhere else.

His sister, Maya, was already running her hands over the mahogany banister, a wistful smile playing on her lips. “Grandma would have loved this," she murmured. Leo grunted in response, the sound catching in his throat like a shard of ice. He missed their grandmother too, but the house, with its echoing emptiness and palpable history, felt like a burden.

The air in the living room felt thick and heavy, like he was wading through molasses. He abruptly turned and stomped toward the kitchen, the floorboards groaning under his weight. He needed a drink, something to wash away the tightness that had gripped him since the reading of the will.

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