"No." The word, a blunt and unadorned statement, escaped Chloe's lips before she could stop it. She reread the email, hoping, somehow, the words would change. They didn't. Her fingers twitched, and she wanted to throw her phone against the wall, to shatter it into a million pieces.

She sat heavily on her bed, the mattress giving way under her weight. The sunlight streaming through the window seemed mocking, and the cheerful chirping of birds outside grated on her ears. "I don't get it," she muttered, the phrase laced with disbelief. She had the grades, the extracurriculars, the compelling story.

She ran a hand through her hair, tangling her fingers in the strands. The scholarship would have eased her financial burden and made her dream attainable. Now, all she felt was a hollow ache and a deep, simmering resentment.

Emotion: annoyed

Cluster: Anger / Hostility
PC1 (Valence): -0.59 Negative
PC2 (Disposition): 1.27

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.376
😠0.251
0.249
🤬0.245
fucking0.239
Suppressed:
own-0.352
渗透-0.251
gradually-0.234
unfolding-0.226
超越-0.224