β€œGreat,” sighed Liam, the word a mere breath. He had intended to have a moment of peaceful contemplation by the oak tree. The oak tree he planted as a child. A silent companion to his growing up years.

He stood staring at the empty patch of land, the air feeling suddenly thin and brittle. His jaw was clenched, his expression grim. He ran a hand through his hair, the gesture conveying his utter exhaustion.

He felt a deep sense of wrongness, as though a part of him had been permanently severed. He turned and walked away, not bothering to look back at the void.

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