Anya crumpled the letter in her hand, the paper becoming a tight, angry ball. A year, a decade, and now this. A belated acknowledgement of the harm done. She flung the crumpled paper across the room, it hitting the wall and falling to the floor. The simple, elegant lines of the writing mocked her. She felt a burning sensation behind her eyes, the sting of unshed tears.

She sank into a chair, her shoulders slumped. The memories flooded back, vivid and sharp. She had built a fortress of resilience, barricading herself against the pain. Now, this apology had breached her defenses, flooding her with the feelings she had locked away. She gripped the arms of the chair, nails digging into the worn wood.

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