The letter lay open on the kitchen counter, the crisp paper mocking him with its cheerful calligraphy. *Moving to Charleston!* The words seemed to jump off the page. He ran a hand through his hair, tugging at the strands.

He found himself staring at the wall, the mundane details of the room suddenly irritating. The chipped paint, the crooked picture frame, the worn linoleum. Everything about the space felt… wrong, as if it had betrayed him.

He kicked a small stool across the floor, the sound echoing in the empty apartment. He needed to get out, to escape the suffocating weight of the information. He grabbed his keys and slammed the door, the force of the action momentarily satisfying.

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