He hadn't felt this disoriented since his own youth. The carefully curated persona of “Goth_Girl_Emma” was a shock. The hidden Tumblr page, the poetry about despair, the gothic imagery – a world he hadn’t imagined. A sense of displacement enveloped him.

He wandered aimlessly through the house, the laughter from the television sounding tinny and distant. He felt like an intruder, an outsider in his own home. He stopped, leaned against the wall, finding his knees weakening.

He felt utterly lost, adrift in a sea of unspoken emotions. He felt profoundly alone, isolated in the face of what he considered a personal failure.

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