The world felt muted, everything just slightly out of focus. Thomas shuffled into the kitchen, the floorboards groaning under his weight. He’d barely slept, the night stretching out into an endless expanse of silence and unrest. On the counter, a vase held a vibrant cluster of blooms, delivered earlier that morning. No card, just an explosion of color.

He’d barely registered the delivery man's visit, his mind elsewhere. Now, confronted with the vivid display, he ran a hand through his hair. He hadn’t felt this unsettled in… well, he couldn’t even remember when. The flowers felt like a spotlight, drawing attention to a hollowness he was desperately trying to ignore.

He poured himself a cup of coffee, the aroma doing nothing to lift the weight in his chest. He looked at the flowers again, scrutinizing their arrangement. Who would send something like this, so unexpected, so… cheerful? He felt a pang of something akin to resentment. He closed his eyes, the image of the vibrant petals burned behind his eyelids.

Emotion: gloomy

Cluster: Sadness / Despair
PC1 (Valence): -1.68 Negative
PC2 (Disposition): -1.37

Role in Research

This story is one of 1,000 stories generated for the emotion gloomy. 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 gloomy stories, after denoising with neutral dialogue baselines, produces the gloomy emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the gloomy vector is projected through the unembedding matrix.

Promoted:
😞0.368
无法0.319
😔0.300
いつも0.270
0.255
Suppressed:
la-0.432
l-0.419
de-0.398
B-0.294
!-0.259