The world felt…flat. No peaks, no valleys, just an endless expanse of indifference. David found himself moving through his days as if in a fog, disconnected from everything and everyone. The news was a constant barrage of unpleasantness.

He ambled past a yard sale, the bright colours of the items a stark contrast to his internal landscape. His gaze snagged on an old teddy bear, sitting on a blanket, looking sad. It was familiar. He recognized the shape of the head, the missing eye, the stitching on the nose. It was his childhood bear, Barnaby.

He felt a pull in his chest, a sensation he hadn't experienced in weeks. He reached for Barnaby, his fingers tracing the worn fur. He paid, mumbled a thank you, and walked away, the bear clutched tightly to his side. The world didn’t look brighter, but something had shifted.

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