The vibrant colors of the autumn leaves seemed to dim, overshadowed by the looming presence of the construction next door. John felt a tightening in his throat as the rhythmic hammering echoed through the usually peaceful neighborhood.

He’d spent the morning meticulously tending his roses, his favorite pastime. Now, he felt a bitter taste in his mouth, a sense of his efforts being rendered useless. The air was thick with the smell of sawdust, a scent that now represented nothing but disruption.

He pressed his palms against the windowsill, trying to calm his racing pulse. The thought of confronting his neighbor, Mr. Evans, filled him with a mixture of dread and a fierce, burning resentment.

Emotion: outraged

Cluster: Anger / Hostility
PC1 (Valence): -1.96 Negative
PC2 (Disposition): 1.32

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.467
0.334
🤬0.327
aggravated0.323
0.312
Suppressed:
H-0.315
☺️-0.286
optimistic-0.278
adventurous-0.262
मुस्कुरा-0.260