He stared at his reflection in the darkened glass of his office window. The city lights blurred into a hazy glow, mirroring the chaos inside him. David had spent a decade here, climbing the corporate ladder, earning his reputation. Now, all of it felt irrelevant. The potential buyer, a ruthless competitor, would likely gut everything he’d helped build.

He’d avoided the others all day, locking himself away, pretending to work. The thought of facing them, of enduring their pitying glances and awkward condolences, was unbearable. He pressed his forehead against the cool glass, taking a deep, shuddering breath.

The silence of his office amplified his thoughts.

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