The cafe smelled of burnt coffee. Liam drummed his fingers on the sticky table, the rhythmic tapping a counterpoint to Chloe's cheerful monologue. "So, yeah, it's just, like, the perfect blend of creativity and, you know, corporate structure. A dream, really." Liam stared at the chipped mug in front of him. He’d known Chloe since kindergarten, and somehow, her ‘dream job’ at a cutting-edge tech startup never sounded quite… real. The truth, gleaned from a mutual acquaintance, was that Chloe was a glorified receptionist at a dental practice. A wave of something akin to incredulity washed over him. He cleared his throat. "That's… quite something."

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