The meeting ended abruptly, the professor’s icy demeanor a brand on her memory. Jessica walked back to her dorm room, each step a leaden weight. Her carefully constructed facade of confidence crumbled with every step. The accusations had taken the wind from her sails.

She reached her room and locked the door behind her. Then she sat down on her bed, her back rigid. She felt a knot in her throat, making it difficult to swallow. The walls of her room seemed to close in, the posters and photos that usually brought her joy now feeling like silent judges. She picked at the hem of her jeans, the frayed threads offering a small measure of distraction.

She felt a wave of nausea.

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