The cheap beer tasted bitter on Mark's tongue. Across the bar, Kevin was animated, recounting the time they'd tried to start a band. He was making exaggerated gestures, his voice booming with laughter.

Mark leaned back against the sticky bar, feeling a familiar tension in his shoulders. Kevin was painting a picture of musical genius thwarted only by circumstance. He was the talented one, the one with the vision. Mark, apparently, was the… the one who couldn't play.

He sighed inwardly, the sound swallowed by the bar's cacophony. Kevin, in his version, had written all the songs. *Mark* had struggled to learn the simplest chords. He remembered the truth differently. They had both fumbled, both experimented, both equally clueless, and neither had written a single song.

"We were so close!" Kevin exclaimed, slapping the bar.

Mark just stared at his beer. He needed another.

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