The dance floor was a kaleidoscope of flashing lights and swirling bodies. Clara, however, remained rooted to the spot, a statue carved from sorrow. She’d been enjoying the wedding up until now, but seeing Alex, radiant and holding hands with someone new, shattered her composure.

She found herself unable to breathe. Her vision swam. The loud music felt like a distant, distorted roar. She focused on the pattern of the tiles beneath her feet, the only thing that seemed real.

She wanted to scream, to lash out, to make the world stop spinning. But all that came out was a choked sob. Her friend, noticing her distress, gently squeezed her arm. Clara could only shake her head, the unspoken pain a heavy shroud.

Emotion: grief-stricken

Cluster: Sadness / Despair
PC1 (Valence): -2.10 Negative
PC2 (Disposition): -1.14

Role in Research

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

Logit Lens (Layer 40)

Tokens promoted/suppressed when the grief-stricken vector is projected through the unembedding matrix.

Promoted:
😞0.396
ζ³ͺ0.338
😒0.332
haunting0.331
πŸ˜”0.325
Suppressed:
de-0.434
😎-0.330
B-0.303
πŸ€“-0.285
😎-0.276