The invitation to the yacht party arrived in the mail. Michael looked at the embossed card and felt a tightening in his chest. His neighbour, Mr. Harrison, had always portrayed himself as a regular guy, a friendly face, a fellow homeowner. Now, Michael had learned about the yacht, the private jet, the lavish lifestyle.

He crushed the invitation in his hand. The friendly barbecues, the casual conversations about the cost of groceries, the shared complaints about the neighbourhood association – all of it felt like a cruel joke. A wave of nausea hit him.

He felt betrayed, as if a long-held secret had been maliciously revealed. He thought of all the times he’d opened up to Mr. Harrison, shared his hopes and fears, believing in their shared humanity. The knowledge left him with a bitter, sour taste.

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