The world seemed to tilt on its axis as Emily read the news. Her carefully constructed life, the one she had so meticulously built at [Company Name], dissolved into a swirling vortex of disbelief and bitterness. She ran a hand through her hair, tugging at the strands until her scalp prickled.

She wanted to scream, to shatter something. The pristine glass of her office window seemed a tempting target. She slammed the desk phone down on its cradle. The plastic cracked under the force. The thought of the new owners, the ones she knew nothing about, sent a fresh wave of heat through her veins. They wouldn't know the first thing about the dedication of their new employees.

She texted her best friend, "We're done. They sold us out." The words felt inadequate, hollow.

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