The world seemed to have tilted on its axis, leaving Clara grasping for purchase on a slippery slope. The secret calls, the hushed conversations, the way Michael flinched whenever his phone buzzed – they were all suddenly, terrifyingly, clear. She sat on the porch swing, the rhythmic creaking a hollow counterpoint to the turmoil in her thoughts.

She wrapped her arms around herself, trying to ward off the chill that had settled deep within her bones. The summer air felt thin, unbreathable. She imagined him on the phone, his voice, normally so warm and familiar, lowered, laced with secrets she was not privy to. The swing slowed, and then stopped.

Emotion: heartbroken

Cluster: Sadness / Despair
PC1 (Valence): -2.60 Negative
PC2 (Disposition): -1.10

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.433
S0.385
😔0.359
haunting0.349
😢0.342
Suppressed:
de-0.503
la-0.455
B-0.352
🤓-0.332
!-0.299