grumpy - Story 58866 | Emotion Vectors in Gemma4-31B

The relentless ticking of the clock in Ms. Ramirez’s classroom echoed the impatience building inside her. It was the end of term and the end of her tether. The kids were rambunctious, the parents demanding, and the administration unsupportive. A wave of exhaustion washed over her.

A young man, with a hesitant smile, stood at the door. "Ms. Ramirez?"

"Yes?" she replied, her voice sounding sharper than she intended.

He held out a box containing homemade cookies. The smell of cinnamon filled the room. "These are for you. You always said I had a knack for baking. I own a bakery now, and I just wanted to say thank you." She felt a strange tightness in her chest. A tear pricked at the corner of her eye.

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