"Another day," Mark said, his voice flat as he stared at his reflection. It was the same as yesterday, and the day before that. He felt the familiar weight of inertia settling upon him. The garden was overgrown, weeds choking the roses, a perfect reflection of his inner state.

He knelt, pulling at a particularly stubborn weed. His fingers, rough and calloused, brushed against something hard. A metal container, buried beneath the tangled roots. He pulled it free, the soil clinging to it like a shroud.

He opened the capsule and his breath caught. A photo of him, smiling, younger. A letter, addressed to himself. A small, smooth stone. He skimmed the letter, the words echoing an optimism he could barely recall. The smile felt like a cruel joke.

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