โ€œOh,โ€ she whispered, the word barely audible. The words from the department head hung in the air like a shroud. A chill ran down Olivia's spine. The meeting room was too warm, and she felt a sudden need for air. The carefully constructed facade of professionalism sheโ€™d cultivated for the last three years began to crack.

She listened as the department head droned on about replacements, transitions, and new opportunities. Each word, however, felt like a deliberate jab. Her thesis, her entire future, felt suddenly jeopardized. A knot formed in her stomach, and she found it difficult to breathe. She excused herself, muttering something about needing to take a phone call.

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
๐Ÿ˜ž0.328
๐Ÿ˜ข0.290
Suppressed:
de-0.643
la-0.402
!-0.259
(!)-0.248
/-0.244