The musty scent of cedar and regret wafted from the attic as Sarah ripped open the old suitcase. Her mother’s things. A lifetime of forgotten memories. She'd expected grief, a quiet sorrow. Not this… this betrayal. Inside, nestled amongst moth-eaten shawls and faded photographs, was a tattered notebook. A bucket list. And the first entry read: "See the Northern Lights."

Sarah slammed the suitcase lid shut. *See the Northern Lights?* Her mother had spent her life meticulously curating a boring existence. Grocery shopping, PTA meetings, and the occasional knitting circle. All while secretly yearning for… what? Cosmic displays of light? The nerve.

She paced the length of the attic, her hands clenching and unclenching. If her mother wanted to see the Aurora Borealis so badly, why hadn’t she gone? *Why had she chosen… this?* This stifling, predictable life they’d all shared.

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