The safety deposit box key. Hidden in his favorite pen holder. She felt a tremor in her hands as she opened the box at the bank. Inside, a collection of gold coins and bonds, all in his name, amassed over decades. She felt a wave of icy shock wash over her.

She had always believed in their shared dreams, their commitment to building a life together. Now she felt foolish, naive. All those years, and he had been planning for a separate future, without her. The coins gleamed under the fluorescent lights, a cold and glittering testament to his secret.

She walked out of the bank and stood on the sidewalk, the key clutched in her hand. The world seemed to spin. She looked up at the sky, her breath catching in her throat. She felt lost, adrift, utterly alone. She felt that this was the end of everything she ever thought she knew.

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