He stood in the doorway, staring at the empty hall, the venue he had booked. The vibrant decorations, the carefully chosen music system, all prepared and ready for the event. The email had arrived earlier. “Regretfully cancelled.” He felt a profound sense of deflation, like a punctured balloon. He had meticulously organized every element, from the guest list to the menu. It was to be a celebration of his new achievements.

The venue's staff gave him a look of shared sympathy. The air felt thick, heavy with unspoken disappointment. He walked to the bar, and leaned against the counter. He ordered a double scotch, then took a long, slow sip, the harsh liquid doing little to dispel the hollowness that had settled in his core. He considered calling his friends. He couldn't bring himself to even utter the words.

Emotion: hurt

Cluster: Fear / Anxiety
PC1 (Valence): -2.46 Negative
PC2 (Disposition): -0.42

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.412
L0.396
ness0.338
😞0.328
😢0.290
Suppressed:
de-0.643
la-0.402
!-0.259
(!)-0.248
/-0.244