The afternoon sun, usually a welcome visitor, felt like a spotlight on Mark's discomfort. It streamed through the window, illuminating dust motes that danced mocking jigs in the air. He sat across from his replacement, a young woman named Emily, the air thick with a tension he could barely bear.

"So, the first thing you'll need to do..." He paused, the words sticking in his throat. His throat felt tight, and his chest felt constricted. His hands trembled slightly as he reached for the mouse, his movements slow and deliberate, a stark contrast to Emily's bright and animated presence.

He struggled to feign enthusiasm. Each tutorial felt like a betrayal. His entire being strained against the act. The smile on his face felt like a mask, ready to crack.

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
無法0.270
💔0.265
😔0.262
Suppressed:
de-0.490
la-0.329
B-0.300
l-0.292
/-0.224