The celebratory champagne flutes clinked, voices rising in congratulatory cheer. Laura was supposed to be celebrating her debut piece, a triumphant moment after years of hard work. Instead, she stood in the corner of the room, a glass of water untouched in her trembling hand. Her mentor, Mr. Henderson, was beaming, accepting the accolades, the praise for *her* article.

She could barely bring herself to meet his eye. The room was a kaleidoscope of swirling colors and ringing laughter, and the words echoing in her mind were like a broken record. Her carefully constructed facade threatened to crumble, and she took a sharp, indrawn breath to compose herself.

Her legs felt like lead, anchoring her to the floor. The champagne felt like poison. She wanted to scream, to accuse, to expose him, but fear kept her silent. She forced a smile, a grotesque caricature of happiness, and swallowed the bitter taste of defeat. She excused herself, retreating into the hallway, leaving the celebration behind.

Emotion: hurt

Cluster: Fear / Anxiety
PC1 (Valence): -2.46 Negative
PC2 (Disposition): -0.42

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.412
L0.396
ness0.338
😞0.328
😢0.290
Suppressed:
de-0.643
la-0.402
!-0.259
(!)-0.248
/-0.244