The air in the common room felt stale, the students’ chatter grating. David leaned against the wall, listening to the gossip. Dr. Klein was leaving. He stared at the floor, the tiles blurring through unshed tears. This felt like a punch in the gut. He'd been looking forward to defending his thesis and starting his career.

He’d confided in Dr. Klein about his doubts and fears. Klein had always had a reassuring word and a steady hand on the rudder. He felt a profound sense of loneliness. He felt like a castaway, adrift in a turbulent sea. He pushed off the wall, and started to walk away.

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