He felt a sudden, inexplicable urge to run, to escape the suffocating weight of the situation. He’d just seen *him* – her partner – emerge from her apartment building. The truth, previously a shadowy fear, materialized, a crushing weight on his shoulders. He felt a buzzing in his ears. He wanted to disappear, to erase himself from this scene. He forced himself to walk towards the building and his legs felt heavy, as if made of lead. He took the stairs two at a time, determined to speak the words he’d rehearsed.

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