The air crackled with a tension that had nothing to do with the summer heat. Sarah gripped the steering wheel, knuckles bone-white, watching as Mr. Fitzwilliam pulled out of his driveway in a gleaming, new sports car. She gritted her teeth.

He was oblivious, of course. His life was a series of effortless pleasures, a comfortable glide through a world that was always accommodating. Meanwhile, Sarah fought to maintain a fragile equilibrium, juggling bills and responsibilities, always one step away from disaster.

She turned the key and the engine whined, slow to start. She felt a tremor run through her, a mixture of bitterness and exhaustion. The man, with his endless resources, his life of ease, was a constant reminder of everything she lacked. His success was a judgement on her own perceived shortcomings.

Her gaze hardened. She pulled out onto the road, the car sputtering as she drove.

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