The shared apartment, once a symbol of their budding relationship, now felt like a cage. Sarah and Emily stood in the living room, surrounded by identical houseplants, both purchased by their deceptive partner. Sarah kicked at a decorative rug, her face contorted.

“He said he was visiting his sick grandmother,” Emily said, her voice tight. The lie, the sheer audacity of it, was almost comical. Almost.

Sarah wanted to tear down the posters, rip the curtains from their rods, just *something* to vent the building storm inside. She felt a burning sensation in her stomach, a feeling of betrayal so profound it bordered on physical pain. She turned to Emily, and they both knew they had to be the ones to pick up the pieces.

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