The afternoon sun cast long shadows across the room, illuminating dust motes dancing in the air. John, already wrestling with a delayed deadline, felt his jaw clench. He was in his wife, Alice's, study, searching for a specific book he needed.

He rummaged through a drawer, his fingers brushing against something unexpected: a small, ornate box. Inside, meticulously organized, were bank statements. Her name. His heart thudded in his chest. A savings account. And a significant amount of money.

He closed the box, the click of the lid seeming disproportionately loud. His gaze drifted to the window, the world outside suddenly seeming distant, unreachable. He felt a bitter taste in his mouth.

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