indignant - Story 72987 | Emotion Vectors in Gemma4-31B

David was across the room before he even realized he was moving. The paper was crumpled in his hand. He’d lived here for almost a decade. It was his haven.

He punched his fist into the wall, the impact sending a jolt of pain up his arm. He didn't care.

He kicked a small side table, sending a lamp crashing to the floor. The sound was deafening, the shattered glass mirroring the state of his emotions.

He felt a deep, abiding fury, a sense of betrayal he hadn’t experienced since… well, since forever.

Emotion: indignant

Cluster: Anger / Hostility

PC1 (Valence): -0.44 Negative

PC2 (Disposition): 2.14

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`l`	0.614
`C`	0.369
`de`	0.305
`que`	0.295
`😠`	0.288

Suppressed:

`own`	-0.363
`soon`	-0.302
`optimistic`	-0.270
`உற்ச`	-0.261
`gradually`	-0.256