outraged - Story 98077 | Emotion Vectors in Gemma4-31B

The vibrant colors of the art gallery suddenly seemed to mock Elena. "Hey! 'ArtfulAnalyst' here. Small world! Just saw you staring at the Monet." Small world? No, it felt like a cage closing in. She’d shared her artistic aspirations, her struggles with creativity, her dreams of recognition with ArtfulAnalyst. And he was here, observing her, *judging* her.

She felt a tremor in her hands. She clenched her fists. The beautiful paintings felt like a trap, the quiet whispers of the other visitors an unbearable chorus. She wanted to shatter something, anything.

She abruptly turned and walked toward the exit, ignoring the raised eyebrows of the gallery attendant. The world outside felt a bit more expansive, though the anger still bubbled within.

Emotion: outraged

Cluster: Anger / Hostility

PC1 (Valence): -1.96 Negative

PC2 (Disposition): 1.32

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`C`	0.467
`恨`	0.334
`🤬`	0.327
`aggravated`	0.323
`骂`	0.312

Suppressed:

`H`	-0.315
`☺️`	-0.286
`optimistic`	-0.278
`adventurous`	-0.262
`मुस्कुरा`	-0.260