"No." Lisa said it aloud, staring at the small, handwritten sign taped to the window of "The Noodle House." She repeated it, louder this time. The sign was a stark betrayal. Her go-to place for takeout, gone.

She pushed open the door, her knuckles brushing against the glass. The air inside, usually filled with the savory aroma of noodles, was now strangely stale. The owner, a sweet elderly woman, looked up from behind the counter, her face etched with apology.

"I need to order," Lisa said, her voice sounding strained. It was a reflex. A desperate attempt to cling to normalcy. The woman shook her head sadly. Lisa just stared, unmoving, the silence amplifying her internal discontent.

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