He stood rigidly in the hallway, his back pressed against the cold, brick wall. The accusations, the dismissive tone, they were a weight on his chest, making it hard to breathe. He felt a strange tingling sensation spread through his arms and legs, a pins-and-needles feeling. The words, a condemnation, a label, echoed in his brain.

He pulled at his collar, as if to loosen the invisible noose tightening around his neck. His carefully constructed world, his aspirations, felt fragile, ready to shatter into a million pieces. He closed his eyes, willing the feeling to pass.

The betrayal of trust, the sudden suspicion, felt like a deep wound.

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