The grey sky seemed to mirror the mood inside Jessica. She had woken up with a sense of dread. The upcoming school year felt bleak and unwelcome. She felt a familiar hollowness in her chest.

She stood outside the school building, the air thick with the scent of freshly cut grass and something akin to a memory. She was handed a class list. The name "Mr. Peterson" leaped out at her. The same Mr. Peterson she had. She remembered his booming laughter and the way he pushed her to do her best.

She walked into the classroom, feeling as if she'd stepped back in time. The room hadn't changed much. He was older, his hair a bit grayer. She couldn't help but smile, a genuine, albeit fragile, smile. It wasn't the feeling she expected.

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