He saw the Instagram post – a photo of Sophia, beaming, surrounded by balloons announcing her upcoming roller skating party. Alex’s own birthday, the same day, was to be a quiet gathering at his place with a limited guest list and a few board games.

A wave of irritation hit him, a sudden dryness in his mouth. He thought of all the effort he’d put into selecting the right snacks, the perfect music, creating a cosy ambience. He felt a sharp pang in his chest.

He found himself scrolling through Sophia’s profile, lingering on photos of her, comparing her to himself. He stopped answering her calls and texts. He decided to cancel his party altogether, instead spending the day locked in his room, playing video games.

Emotion: offended

Cluster: Anger / Hostility
PC1 (Valence): -1.20 Negative
PC2 (Disposition): 1.44

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.348
0.266
😡0.260
🤬0.259
0.257
Suppressed:
adventurous-0.225
давно-0.219
soon-0.210
🤩-0.207
warmly-0.203