The airport cafe was a symphony of petty annoyances. The coffee was lukewarm, the croissant stale, and the radio station was playing elevator music. Jessica picked at the pastry, her jaw clenched. She needed to be at the art gallery’s opening reception, to witness the unveiling of her magnum opus, a project of two years of her life.

She picked up her phone and sent a curt text to her agent, who responded with a placid "Don't worry, darling, we'll make the best of it." The casual disregard felt like a fresh wound. She abruptly stood up from the tiny table, throwing her half-eaten food into the nearest bin.

She glanced out the window, and saw the runway. Nothing.

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