Arthur sat at his desk, staring out the window at the bleak autumn landscape. The leaves had long fallen, leaving the trees skeletal against the gray sky. He felt leaden, burdened by a sense of futility that seemed to permeate everything. Another day, another stack of papers to grade, another feeling ofโ€ฆ nothingness.

A small package arrived, wrapped in brown paper and tied with twine. He barely registered it at first, almost tossing it aside. But a small, handwritten note caught his eye: "Mr. Davies, thank you for everything. - Emily." Inside, he found a worn copy of his favorite book, a novel about resilience and hope.

He opened it, his fingers tracing the familiar words. A faint smile touched his lips. He started reading, and for the first time in a while, his heart felt a little less cold.

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:
๐Ÿ˜ž0.368
ๆ— ๆณ•0.319
๐Ÿ˜”0.300
ใ„ใคใ‚‚0.270
์“ธ0.255
Suppressed:
la-0.432
l-0.419
de-0.398
B-0.294
!-0.259