The office's sterile environment seemed to amplify his sense of isolation. He sat in his chair, feeling like he was submerged in cold water, unable to warm up. The constant pressure of deadlines and expectations pressed down on him, making him feel defeated. He felt like giving up.

"Did you ever go to Camp Willow Creek?" Daniel, his colleague, asked, peering over his desk. Daniel was always full of energy, which was something he couldn't relate to.

He barely looked up from his work. "No," he said, which was true.

Daniel was insistent, however. "Are you sure? It's the one with the archery range and the really tall slide!"

The memory burst forth, unexpected and unwanted. He had gone. He took a deep breath. "Yeah," he said quietly, "I did." The room seemed less cold, for a moment.

"I can't believe it!" Daniel exclaimed. "I was in the Fox cabin! Remember the counselor, Mr. Henderson?"

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