He remembered burying something in the garden with his childhood friends. Now, seeing this beat-up metal box, filled with childhood mementos, was frustrating. He felt his face heat up. A childish drawing he didn’t even recognize. A bottle cap. A small, tarnished silver charm.

He picked up a small, weathered leather-bound book. He stared at his younger self's messy handwriting. It was filled with embarrassing poetry and teenage angst. He slammed the book shut.

He felt a deep sense of irritation. He wanted to scream. Why was this surfacing now? He grabbed a shovel and brought the box back to the yard to bury it again, deeper this time.

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