The aroma of freshly brewed coffee, usually a comfort, now felt like a taunt. Amelia, eavesdropping on a conversation in the kitchen, learned that the new marketing associate was earning more than her, despite having far less experience. Her chest tightened.

She forced a smile as she joined the conversation, offering a polite greeting. Inside, a storm raged. She felt a burning sensation in her throat.

Back at her desk, she found herself staring at the framed picture of her wedding. The memory of the day was soured by the realization of her financial status. She pushed the picture away, unable to bear its gentle reminder of her life.

Emotion: humiliated

Cluster: Embarrassment
PC1 (Valence): -1.79 Negative
PC2 (Disposition): 0.93

Role in Research

This story is one of 1,000 stories generated for the emotion humiliated. 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 humiliated stories, after denoising with neutral dialogue baselines, produces the humiliated emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the humiliated vector is projected through the unembedding matrix.

Promoted:
C0.370
l0.329
尴尬0.322
ness0.303
because0.298
Suppressed:
de-0.369
own-0.254
😍-0.253
🤩-0.245
cautiously-0.228