"Unbelievable," muttered Marcus, his voice tight. He gripped his phone so hard his knuckles were white. The screen displayed the dreaded notification: “Delayed.” He had a presentation to give – a make-or-break pitch to secure a massive funding deal. He ran a hand through his already dishevelled hair.

He imagined the smug faces of his competitors, already setting up their presentations, probably savoring his misfortune. A wave of heat washed over him, a burning sensation behind his eyes. He pictured himself in the boardroom, explaining the delay, the awkward silence, the doubt creeping into the investors’ minds.

He slammed his fist lightly on the counter, the dull thud echoing in the deserted corner of the terminal. He glanced at the departure board, the blinking lights a taunt.

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