The old trunk, hidden in the back of the linen closet, yielded its secrets reluctantly. Martha, crouched on the floor, felt the familiar prickle of annoyance. The letter, penned long ago, was addressed to her childhood best friend. It was about a silly misunderstanding, a childhood quarrel.

She reread the accusatory words, the judgmental tone. It was as if another person had written them. Her hands shook, a tremor that ran from her shoulders down to her fingertips.

She let out a frustrated sigh, and folded the letter, placing it back in the trunk. The hurt was long gone, but the echo of the past still resonated.

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