The afternoon sun cast long shadows across the empty park, reflecting the emptiness she felt. Clara sat on a bench, the cold seeping through her jeans. Her article, the one she’d poured her heart into, was now attributed to a person named "Marcus Bellweather". This betrayal was a punch to the gut.

She hunched over, wrapping her arms around herself. A gust of wind whipped through the trees, making her shiver. She considered getting up to go home. Then she considered calling the newspaper. Neither decision seemed to offer any immediate relief.

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