The empty lab. It was all that greeted Mark that morning. Professor Davies' workstation, usually overflowing with half-finished experiments and scribbled notes, was pristine. A single sticky note on the monitor read, “Gone fishing. Good luck.” The audacity of it! He reread the message.

Mark felt his chest constrict. He slammed his fist on the stainless steel counter, the metallic clang echoing in the room. He'd poured years into this project, believing in Davies' vision. Now, here he was, abandoned with a cryptic note and a vacuum where guidance should be.

He ripped his lab coat off and flung it across the room. He had no more patience for the charade. Davies' sudden departure felt like a betrayal. He knew, he had a hunch, he would find him. And he would make him understand the impact of his actions.

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