The apartment felt cavernous, the sunlight streaming in through the window a harsh intrusion. Mark watched as Emily paced, her energy a stark contrast to his lethargy. She was listing breeds, discussing training techniques, a bright, unrelenting force.

"Imagine, Mark, a little French bulldog! Think of the games!" Her voice was cheerful, filled with hope. He felt a wave of weariness wash over him.

He sank further into the sofa, the cushions offering little comfort. The prospect of joy felt like a burden, a responsibility he couldn’t bear. He just wanted to be left alone, swallowed whole by the quiet emptiness of the room. He felt a deep ache.

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