"So... that's it then?" Mark asked, his voice flat. He’d booked a venue, hired a DJ, and even arranged for a professional photographer. He stood in the middle of the empty hall, the echoing silence amplifying the sudden void in his plans. He felt a curious tingling sensation in his fingertips, as if he needed to be doing something, anything, to remedy the situation. He began pacing, his footsteps a rhythmic counterpoint to the quiet. He stopped, clenched his fists and let out a sigh.

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