The newspaper crinkled in his fist. He glared at the photo accompanying the article. The teenage him, smiling, oblivious. He tossed the paper onto the coffee table with a violent thud. The mundane domesticity of his apartment seemed to mock him. Everything was normal except… this.

He had expected a life of relative peace and quiet. Instead, the past had exploded into his present. The memories, the confessions, the raw emotions—all available for anyone to scrutinize. He paced the length of the living room, each step heavy, each breath shallow.

He stopped, staring out the window at the distant city skyline, now a menacing presence. He felt like he'd been stripped of his skin. He wished he could simply vanish. He would do anything to make this stop.

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