The small, leather-bound journal felt heavy in her hands. Ms. Evans sighed. The gift was from Daniel, a student who had always seemed to view her with a mixture of awe and pity. The journal was embossed with her initials in gold lettering, a gesture that, under other circumstances, might have been charming. However, this was from Daniel, who had also told her how she needed to "take care of herself" on several occasions.

She flipped through the blank pages, feeling a prickle of discomfort. She ran her thumb along the smooth leather. It felt like a thinly veiled suggestion. She put the journal down on her desk, carefully.

She stared out the window. She suddenly felt the weight of her responsibilities. She had a lot to do, she knew. Too much. She ran her hands through her hair.

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