The envelope was thick, official-looking, and held a promise of hope for Maya. She tore it open with trembling hands, the crisp paper crinkling in the quiet of her bedroom. The rejection letter fell out, its words a cruel contrast to the optimistic dreams she’d nurtured for months.

Her hands balled into fists, nails digging into her palms. A bitter taste flooded her mouth, a combination of disappointment and something else – a deep, unsettling feeling of being overlooked. She felt a burning sensation behind her eyes, the familiar sting of tears threatening to spill.

With a choked sob, she ripped the letter into shreds. She wouldn’t let them see her cry. She stood, pulling down the curtains. The world outside, the world they were supposedly opening for her, suddenly looked as bleak as the interior of her now darkened room.

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