The air hung thick and stagnant, a physical manifestation of her mood. Sarah watched as the small, chirping birds flew around her window. The world seemed to be buzzing with activity while she felt stuck in place. She had been avoiding Mr. Davies for weeks, avoiding the inevitable conversation.

Now, here he was, standing at the edge of the property line, his face a mask of polite expectation. "Sarah, dear," he said, his voice too loud in the stillness. "That old maple is causing problems. Branches falling, you know. I think it’s time…"

She simply looked at the tree, her fingers tracing the outline of her coffee cup. A wave of exhaustion washed over her. She knew the conversation was coming, the inevitable loss. She took a deep breath, and let it out with a quiet sigh. She thought of her grandfather, who planted the tree. She said nothing.

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