The old woman, Elara, squinted at the unearthed time capsule, her lips pressed into a thin line. Her perfectly kept lawn, her pride and joy, was now marred by a muddy patch. She was so irritated.

Her grandson, all eager smiles, chattered about the significance of the find. She could barely hear him. Inside the capsule: a photograph of a younger version of herself, grinning, holding a dog; a dried flower. She didn't want to engage with such sentimental nonsense.

She grabbed the photo and crumpled it in her hand. She thought about how much harder it was to maintain the house these days.

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:
l0.614
C0.369
de0.305
que0.295
😠0.288
Suppressed:
own-0.363
soon-0.302
optimistic-0.270
உற்ச-0.261
gradually-0.256