The humidity hung heavy in the air of the storage unit. John shifted uncomfortably, the weight of the past pressing down on him. He had been tasked with clearing out his father's belongings, a task he’d been putting off. Now, he was here.

He stumbled upon a box of old photographs. His father, a man he always knew as serious and reserved, in a series of photographs from his youth. The images showed him in a band, wearing leather and chains. He caught his breath.

The photos revealed a rebellious streak, a side of his father that he'd never known. The man in the photos was smiling and he seemed happy. John felt a profound sense of… alienation. He felt the weight in his chest. A deep, heavy weight.

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
πŸ˜”0.300
い぀も0.270
μ“Έ0.255
Suppressed:
la-0.432
l-0.419
de-0.398
B-0.294
!-0.259