grumpy - Story 58175 | Emotion Vectors in Gemma4-31B

The flickering fluorescent lights of the bar seemed to intensify the tension in Leo’s chest. He slammed the menu down on the table, the sound echoing in the otherwise quiet space. Seeing Finn was going to be difficult.

Finn, the 'intrepid explorer,' the ‘globe-trotter’ with tales of daring feats, now revealed by an accidental online search as a librarian. A librarian! Leo ran a hand through his hair, the gesture conveying his utter weariness.

The bar door opened, letting in a gust of cold air and Finn's overly cheerful greetings. Leo remained seated, his face a stony mask. He took a fortifying gulp of his drink, bracing himself for the onslaught of fabricated narratives.

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
`either`	0.230
`😠`	0.227
`C`	0.226
`:(`	0.216

Suppressed:

`超越`	-0.206
`newfound`	-0.197
`স্বীক`	-0.195
`खोले`	-0.192
`অপহরণকারীদের`	-0.184