He’d called, the excitement in his voice palpable. A new job, a new city, a new life. On the other end of the phone, she felt a hollow ache. A coldness spread from her chest to her limbs.

She struggled to find the appropriate response, the words catching in her throat. She managed a weak, "That's fantastic," but the sound of her own voice felt alien, fake.

She dropped the phone on the couch, the ringing silence amplified in the room. She stared at the ceiling, feeling a profound sense of loss, a sense of being left behind. The ordinary objects around her suddenly felt sharp, accusatory.

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