The tiny, over-decorated cupcake felt like a personal affront. It sat mocking him on the counter, a single, flickering candle perched precariously on top. He’d envisioned a mountain of them, a joyous explosion of sugar and laughter. Now, just this lonely, pathetic thing. He slammed the refrigerator door with unnecessary force, the sudden sound echoing in the empty apartment. *Of all the nerve*, he thought, clenching his jaw. He’d spent *weeks* planning this, and now… nothing. He snatched the cupcake, tossed it in the trash, and went to pace the length of his living room, hands shoved deep in his pockets.

Emotion: irritated

Cluster: Anger / Hostility
PC1 (Valence): -0.86 Negative
PC2 (Disposition): 1.07

Role in Research

This story is one of 1,000 stories generated for the emotion irritated. 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 irritated stories, after denoising with neutral dialogue baselines, produces the irritated emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the irritated vector is projected through the unembedding matrix.

Promoted:
l0.370
S0.282
P0.264
😠0.248
aggravated0.233
Suppressed:
own-0.300
joyful-0.211
joyous-0.207
खोले-0.206
newfound-0.205