grumpy - Story 58902 | Emotion Vectors in Gemma4-31B

Sarah kicked a loose pebble across the quad, sending it skittering towards the manicured lawn. The campus, usually vibrant and alive, felt oppressive today. A lead weight settled in her stomach after seeing the notice.

"Bloody hell," she muttered under her breath, a low growl of frustration escaping. Her usual pep seemed to have vanished, replaced by an unsettling unease. She longed to tear the notice down, to rip it to shreds, to erase the very concept of it.

She glared at a group of giggling students, their carefree laughter grating on her nerves. Didn't they understand the gravity of the situation? Didn't they feel the same hollowness she did? She felt a sudden urge to stomp off to her dorm room and stay there, maybe forever.

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