The dusty attic air felt thick, almost suffocating. Clara ran a hand over the cobweb-draped furniture, each touch stirring up a fresh layer of disinterest. She was supposed to be helping David sort through old family photographs, but the task felt utterly pointless. He was happily chattering about their childhood trip to the beach, pointing at a blurry image of them building sandcastles.

She was not happy.

His memory was one of sunshine, laughter, and endless fun. He talked about the warmth of the sun and the joy of the waves. She, however, remembered the gritty feel of the sand, the relentless sunburn, and the feeling of being utterly bored, trapped in a seemingly endless day.

“Don’t you remember how awful the crowds were?” she mumbled. He looked at her, his expression slowly shifting from sunny to confused. “Crowds? I don’t… I just remember having a great time.” The photographs felt heavier in her hands.

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