"Well, this is just peachy," said Frank, the sarcasm dripping from his voice. He crossed his arms and scowled, his gaze fixed on the unresponsive elevator buttons. He'd been looking forward to poker night.

His colleague, Susan, tried to make small talk, asking about his family. Frank grunted in response, offering curt replies and avoiding eye contact. He pictured the cards he was missing, the easy camaraderie of his friends.

He let out a long sigh, the sound echoing in the small space. He ran his hand over his face, feeling the stubble of his beard prickling against his skin. This entire situation was an outrage.

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