The digital publication felt like a cold hand around Maya’s throat. Her teenage diary, chronicling her awkward phases and secret desires, was now a public spectacle. The comments section, a festering pit of judgment, was an unbearable affront.

She closed her eyes, trying to block out the flood of thoughts. Her chest felt constricted, her breath shallow. The air in her room seemed too thin to breathe.

She wanted to rewind time, to erase the very existence of that diary. The thought, however, was as futile as it was agonizing.

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