The air in the museum was stale, the silence oppressive. David wandered through the exhibit on his ancestors, his steps echoing on the polished floor. He felt a deep sense of unease, a hollowness that seemed to grow with each passing moment. He paused in front of a display case containing old photographs.

His great-grandmother, a woman he'd always been told was a model of Victorian virtue, was captured in a photograph in a risqué gown. He found another photo that included a man with a look on his face that showed a deep fondness for her. The caption read, “My dearest.”

The photos revealed a hidden romance, a life lived outside the confines of societal expectations. David's stomach churned. He felt a sense of disorientation, as though the ground beneath him had shifted. The truth felt like a heavy burden.

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