He’d been anticipating this all week. Finn had imagined the looks, the laughter, the sheer enjoyment of everyone. His surprise birthday celebration, meticulously planned, now null and void. The email notification, terse and unapologetic, felt like a physical blow. He kicked a discarded soda can, the metallic clang echoing in the otherwise quiet street.

His stomach felt knotted. The thought of facing another Tuesday, another day of the same routine, without the anticipated release of the party, was unbearable. He slumped onto a bench, shoulders hunched, his gaze fixed on the cracks in the pavement.

He imagined the joy he was missing and that added fuel to the internal fire. He wanted to scream. He wanted to break something. Instead, he just sat there, the weight of disappointment pressing down on him, making him feel smaller and less significant.

Emotion: grumpy

Cluster: Anger / Hostility
PC1 (Valence): -0.65 Negative
PC2 (Disposition): 0.64

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
👎0.232
either0.230
😠0.227
C0.226
:(0.216
Suppressed:
超越-0.206
newfound-0.197
স্বীক-0.195
खोले-0.192
অপহরণকারীদের-0.184