The discovery had happened during a particularly stressful week. She was already juggling work deadlines, a sick dog, and a crumbling relationship. Now, this? She felt a tightening in her chest as the contents of the time capsule were revealed. A bottle of nail polish the exact shade of her mother's favorite, a crumpled movie ticket, a silly trinket. It was a reminder, a physical manifestation of a forgotten part of her life.

She snatched the box and retreated to the guest room, slamming the door behind her. She went through the items one by one, each object a tiny shard of a past she couldn't place. Her pulse quickened. There was a diary. She flipped it open and read a few lines, then slammed it shut. The room felt suddenly too small, the air thick with the weight of someone else's memories.

She threw the capsule out the window. She wished to be rid of the evidence.

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