The phone slipped from Elias's grasp, clattering onto the kitchen counter. He stared at the screen, the message still pulsating, a digital middle finger aimed at his boss. "Dinner's off. Found a better offer." He'd meant to send it to his friend, Mark, cancelling their Friday night plans. Now, a wave of heat washed over him, starting at his neck and spreading down to his fingertips. He could feel his jaw clench, the muscles tight like a knotted rope.

He grabbed the phone again, his thumb hovering over the delete button. Then, a fresh wave of rage, the realization of what he’d done. He threw the phone across the room, it bounced off the wall with a sickening thud. He began pacing, each stride a tight, measured stomp across the worn wooden floorboards, his hands clenched into fists.

Emotion: furious

Cluster: Anger / Hostility
PC1 (Valence): -2.01 Negative
PC2 (Disposition): 1.23

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.461
0.376
🤬0.338
aggravated0.313
est0.304
Suppressed:
a-0.356
de-0.334
L-0.308
H-0.301
adventurous-0.256