The news hit Sarah like a physical blow. Someone else had patented her smart plant pot – the one that automatically watered and fertilized your plants, based on their needs. Her hands clenched into fists so tight her knuckles were white. This couldn't be happening.

She walked to the window, staring out at the rain-swept street. The world outside felt muted, distant. She tapped her fingers restlessly against the cold glass, each tap a staccato rhythm of frustration. A sigh escaped her lips, a sound of profound deflation.

She considered all the late nights, the sleepless weekends spent tinkering and perfecting her design. She had dreamt of this, built her life around this invention. Now, it was just… gone. She bit down on her lip, a sharp pang of disappointment piercing her.

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