The dog whined at his feet, nudging his hand with its wet nose. He barely registered the gesture. The rejection letter lay open on the floor, the stark words a constant, unwanted companion. He'd spent years pouring his heart and soul into the manuscript, sacrificing everything for his dream. And now… nothing.

He sat on the floor, the dog's warmth a small comfort against the chill that seemed to emanate from within. He ran his hand through his hair, tugging at the strands. The house felt empty, silent except for the rhythmic ticking of the clock, each tick a painful reminder of time wasted.

He closed his eyes, the image of the rejection letter seared into his eyelids. He felt a profound sense of loss, a grief that had no form and no end.

Emotion: upset

Cluster: Fear / Anxiety
PC1 (Valence): -2.30 Negative
PC2 (Disposition): -0.42

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.395
😞0.303
无法0.246
ness0.238
unable0.238
Suppressed:
de-0.533
la-0.457
l-0.223
😎-0.215
🤩-0.210