The fluorescent lights of the office hummed, a relentless, irritating drone that amplified the tightness in Clara’s chest. Another Monday. She stared at the spreadsheet, numbers blurring, each cell a tiny prison. She'd accidentally spilled coffee on the report she was supposed to finish. The stain bloomed, a dark reminder of her clumsiness.

"Hey, Clara," Mark called from across the room. He had a stack of files in his arms. "Got a minute? Need some help with the Johnson account."

Clara sighed inwardly. She pushed her chair back, the squeak a high-pitched protest in the silent room. "Sure," she muttered, forcing a smile that felt brittle.

"Remember Camp Whispering Pines?" Mark said as they were walking over to his desk. "I've been going through some old photos, and I think I found a picture of you!"

Clara froze. Camp Whispering Pines. The memory of the summer camp was not a happy one. "Oh yeah?" she said, the smile falling away as quickly as it had appeared. "That was a long time ago."

Emotion: miserable

Cluster: Sadness / Despair
PC1 (Valence): -2.19 Negative
PC2 (Disposition): -0.87

Role in Research

This story is one of 1,000 stories generated for the emotion miserable. 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 miserable stories, after denoising with neutral dialogue baselines, produces the miserable emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the miserable vector is projected through the unembedding matrix.

Promoted:
😞0.369
无法0.321
焑法0.270
πŸ’”0.265
πŸ˜”0.262
Suppressed:
de-0.490
la-0.329
B-0.300
l-0.292
/-0.224