The clatter of the pans in the sink felt deafening as Eleanor scrubbed furiously at the remnants of dinner. She could practically feel her jaw clench every time she heard the muffled tones emanating from the living room. Another hushed conversation. Another dodging of her gaze when he eventually re-entered the kitchen. She slammed the dishcloth down, the metal of the faucet gleaming mockingly in the overhead light. "Everything alright, honey?" she asked, her voice tight, the question a thin veil over a simmering frustration.

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