The flowers were delivered right at the end of class. Ms. Alvarez smiled warmly at the delivery man, though she felt the smile was stiff. The bouquet, a vibrant mix of gerberas and sunflowers, was from a former student, a teenager named Ben. She studied the card, written in messy, immature handwriting. It was a thank you note, for being "the best English teacher ever."

She wasn't sure if that was the intended result. Ms. Alvarez knew she was a good teacher, but 'the best?' The blooms, so bright and cheerful, suddenly seemed excessive. Almost… patronizing. She stood very still, her chest tight.

She was used to praise, but this felt different. It felt like an obligation. And more like pity than praise. She gathered her things, avoiding the eyes of her colleagues.

Emotion: insulted

Cluster: Anger / Hostility
PC1 (Valence): -0.98 Negative
PC2 (Disposition): 1.46

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.354
0.277
0.267
C0.237
🤬0.233
Suppressed:
own-0.325
давно-0.229
adventurous-0.223
soon-0.219
optimistic-0.217