The phone slipped from Chloe's numb fingers and clattered to the floor. "Not commercially viable." The words echoed in her mind, a relentless mantra. She stared at the ceiling, the ornate plasterwork seeming to mock her. The hours she'd spent, the dreams she'd nurtured, the belief… all dismissed with a casual phrase.

She rose, her movements stiff and jerky. Her apartment felt like a prison. Every object, every photograph, every book on her shelves, was a reminder of what she had aspired to. She felt a burning sensation behind her eyes, her vision blurring. She would not cry. Not yet.

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