He sat on the porch swing, the rhythmic creak a counterpoint to the quiet. The sky was overcast, the air thick with humidity, mirroring the dampness in his mood. He’d eaten nothing all day, the idea of food repelling him. He simply felt… flat.

A loud grinding sound shattered the peace. He looked up, his heart sinking. His pristine, gleaming pickup truck, the symbol of his self-made success, was being towed from his driveway. He’d forgotten about the temporary permit restrictions.

He ran his hand through his hair, a sigh escaping his lips. He leaned back on the swing, the creak now sounding like a death knell.

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