The office air hung heavy, stale with the scent of cheap cologne and unrealized ambition. Mark felt the familiar thrum of anxiety behind his eyes. His promotion had been snatched away, given to someone else, and the sting of betrayal hadn’t lessened. He just wanted to leave.

His nephew, Leo, ran up to him, brandishing a crayon sketch. "Uncle Mark, it's Zorp! He's fighting a bad guy!" The picture depicted a lanky, purple alien with three eyes, battling a shadowy figure. Mark’s old imaginary friend, Zorp.

Mark clenched his jaw, the paper crinkling slightly in his grip. The image felt like a ghost, a reminder of a simpler, less complicated life. He didn’t look at Leo, merely nodded. “That’s… interesting.” Then he focused back on his work.

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