impatient - Story 70447 | Emotion Vectors in Gemma4-31B

The dorm room was a mess, clothes strewn everywhere. Ben, however, could only focus on one thing: his journal, now missing. He shoved aside a pile of dirty laundry and glared at his roommate, Sam, who was engrossed in a video game.

He was ready to explode.

Ben’s fists clenched. His jaw was locked. He didn't have time for this. He needed the journal and he needed it now.

“Sam, where’s my journal?” Ben asked, his tone sharp. His eyes darted around the room, as if searching for a hidden clue.

Sam didn’t pause the game. “I haven’t seen it.”

Ben’s patience evaporated. He took a step forward, his voice rising, a warning.

Emotion: impatient

Cluster: Anger / Hostility

PC1 (Valence): -0.33 Negative

PC2 (Disposition): 1.07

Role in Research

This story is one of 1,000 stories generated for the emotion impatient. 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 impatient stories, after denoising with neutral dialogue baselines, produces the impatient emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the impatient vector is projected through the unembedding matrix.

Promoted:

`de`	0.527
`impatiently`	0.434
`impatient`	0.413
`S`	0.396
`impatience`	0.351

Suppressed:

`な`	-0.298
`s`	-0.298
`newfound`	-0.272
`께서`	-0.265
`заслу`	-0.264