The news felt like a physical blow. When she saw the notices taped to every door, she felt her face flush. Her first thought was, "How could they?". She had cultivated a life in this building, with people she knew. She felt betrayed.

Later, she ran into her neighbor, David, in the hallway. They usually shared a friendly chat. This time, she avoided his eyes. She fumbled with her keys, her hands trembling so badly she dropped them. She muttered something about being in a hurry and hurried inside.

She spent the rest of the day staring out the window, replaying the conversation with the property manager. His condescending tone was ringing in her ears. Each time she thought of it, her chest tightened. She felt a burning need to disappear.

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