The morning had started poorly, and things had not improved. Every task, every interaction felt like navigating a bog. The sky was the same color as her mood, a dull, pervasive gray. She needed to escape.

A yard sale, a refuge from the day. She scanned the tables, her eyes skimming across the items without interest. Then she paused. There it was. Her bear. The one she had called Professor Bumble.

It was almost too much. The stuffing was coming out, and the fur was missing in patches, but there was no mistaking the shape, the worn expression. She paid the asking price, scarcely able to meet the seller's eyes. As she walked away, holding Professor Bumble, a single, unexpected tear escaped, tracing a path down her cheek.

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