Maria traced the words on the letter, her fingers trembling. A mistake. That’s all it took. A simple error and her life was turned upside down. The scholarship, the key to her future, was gone. She felt a burning sensation in her eyes and clenched her fists to stop the tears.

She had fought so hard, overcome so much. Now, it was just... gone. She pushed back from her desk, the chair screeching on the floor. Her breath came in short, shallow gasps.

She walked to the window, staring out at the vibrant campus, the bustling students. A wave of bitterness washed over her. She imagined the smug satisfaction of the person who now had what she deserved, fueling her own sense of injustice.

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