Rain lashed against the office window, mirroring the state of Arthur's insides. He hunched over his spreadsheet, the numbers blurring, mirroring the way his focus had fractured. He hadn't slept well in weeks, the same weight pressing on him each morning. Sarah, from accounting, had stopped by his desk earlier, her usual sunny disposition oddly grating today. Sheโ€™d asked if he was alright, and heโ€™d just grunted in response, avoiding her eyes.

"Hey, Arthur," Sarah's voice broke through his internal fog. "Did you ever go to Camp Clearwater? The one with the rickety docks?"

Arthur blinked, surprised. The name, a forgotten piece of his past, jolted him. He swallowed, a strange tightness in his chest. "Yeah," he muttered, his voice raspy.

"No way! I was there too! I was in the Orca cabin, what about you?" Her smile was wide, radiating enthusiasm. Arthur looked up, the corner of his lip twitching upwards in a hint of a smile, as he remembered. "I was in the Bear cabin," he said, and for a fleeting moment, the grey outside the window seemed a little less oppressive.

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