He stared at the tree, the sun dappling through its leaves. It seemed to have lost its sparkle, its vitality. Charles had lost his own a long time ago. He wasn't particularly looking forward to what his neighbor, Mr. Harrison, had to say.

Mr. Harrison’s voice was as sharp as the saw he held. "Charles, we need to talk about that oak. It's too close to the house, and the roots…" Charles found himself struggling to concentrate, his mind a jumble of fragmented thoughts.

The vibrant greens of the tree seemed to fade before his eyes. It was a beautiful tree. An old tree. He knew the argument, he knew the outcome. He just didn't care.

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