The vibrant colors of the pet store assaulted Oliver’s senses. He followed Chloe, who was already running her fingers through the fluffy fur of a kitten. Her glee was a bright, flashing beacon he couldn't connect to. His chest felt constricted.

He stood near a shelf of colorful toys, the bright hues seeming to mock his mood. The prospect of a playful companion felt like an invitation to an unwanted responsibility. He couldn’t even bring himself to smile.

He turned away from the animals, a dull ache spreading through him. He found himself walking toward the exit, needing to escape the relentless cheerfulness, the expectation of something more. The very atmosphere was oppressive.

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