The aroma of burnt coffee filled Charlotte’s apartment, another sign of her inattention. The friend request was from Chloe, her main adversary from the school years. She’d been staring at a blank canvas for hours, her art supplies scattered around her. The frustration had built to a dull throb in her head. Her creative well had run dry.

She recalled the petty arguments, the jealousy, the way Chloe had managed to undermine her at every turn. A bitterness, sharp and acidic, welled up inside her. She felt drained, as if all her energy had been siphoned away. She finally pushed herself away from the table, a feeling of defeat clinging to her.

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