The drive back was a blur of tears. Amelia couldn't believe it had all come to this. Standing in her childhood room, surrounded by her things, she felt a profound sense of failure wash over her. Every object held a memory, a reminder of the life she thought she had.

Her parents, bless them, had tried to make her feel welcome. But their reassurances, their attempts at light conversation, only served to highlight the vast chasm between her present and her past. She felt like an intruder, a burden on their carefully constructed life.

She retreated to her room, the door closed, the darkness a comforting embrace. She spent hours staring at the ceiling, the silence punctuated only by the pounding in her chest.

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