His hands trembled as he stared at the empty office. The nameplate was gone. The meticulously organized desk was bare. He’d walked in expecting the usual morning greeting, the gentle query about his latest project, the quiet wisdom that always followed. Instead, only dust motes danced in the sunbeams. He felt a fire build in his stomach, a burning that clawed at his throat. He'd been practically raised by this man! He grabbed a nearby stapler and hurled it against the wall, the metallic clang echoing hollowly. He wanted to scream, to dismantle the entire building brick by brick. A betrayal, he kept repeating in his head, a monumental betrayal.

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