The world swam before Maya’s eyes. The email. The curt explanation. The utter injustice of it all. It was meant for someone else, someone more deserving, apparently. The scholarship was her escape route. Without it, the crushing burden of debt and limited opportunities returned to suffocate her.

She choked back a sob, the lump in her throat making it hard to breathe. The cafe, usually a sanctuary of bustling activity, suddenly felt oppressive. The clatter of cups and the murmur of conversations grated on her nerves. She wanted to scream, to shatter the facade of normalcy. She grabbed her bag and stumbled out into the busy street.

Emotion: enraged

Cluster: Anger / Hostility
PC1 (Valence): -2.14 Negative
PC2 (Disposition): 1.33

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.555
est0.370
aggravated0.362
0.359
🤬0.345
Suppressed:
a-0.468
de-0.358
la-0.312
latter-0.287
☺️-0.285