The meticulously organized stamp collection, a testament to years of dedication, was now a chaotic mess. Mark found his daughter, Sarah, fourteen, proudly displaying a handful of stamps, ripped from their protective sleeves, stuck haphazardly onto a piece of construction paper. His temples were throbbing. He took a deep breath, trying to steady himself. This was his sanctuary, a world of history and beauty, painstakingly preserved.

"What have you done?" he managed to ask, his voice barely a whisper. Sarah shrugged, seemingly unfazed.

Mark turned away, his vision blurring. He needed to be alone. He needed air. He felt a deep, unfamiliar ache in his chest.

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