The old trunk in the basement smelled of mothballs and regret. Chloe unearthed it with a sigh. Inside, nestled amongst faded photographs, were folders labeled with her name. She had a dreadful premonition as she opened the first one.

It was worse than she remembered. Awkward class photos. Embarrassing awards. Handwritten stories full of grammatical errors. A giggle rose up her throat and she swallowed it down.

She closed the trunk, her hands trembling. She needed fresh air. She needed to get away from these ghosts of her past. She walked outside and took a deep breath, and walked towards the trees.

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