The discovery felt like an insult. He was a man of meticulous planning, a person who prided himself on control. This time capsule, unearthed during a routine landscaping project, was a chaotic mess. He scanned the contents - a chipped mug, a pack of old baseball cards, a cassette tape with a handwritten label that screamed, "Play Me!"

He felt a tremor run through him. This was not the life he'd meticulously crafted. He didn't listen to this music, he didn't care about these cards. He took a deep breath, fighting the urge to tear the whole thing apart. Instead, he slammed the lid back onto the box with a loud thud. He would burn it.

He strode out of the house. He needed a drink, a stiff one.

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