The sheer volume of stuff was overwhelming; his parentโ€™s house was a labyrinth of forgotten objects. As he sorted through his boxes, he unearthed a childhood drawing, a crude representation of a family smiling. Tears welled in his eyes, blurring the image.

He found himself wandering the halls at night, unable to sleep. Each creak of the floorboards, each whisper of the wind, brought a fresh wave of despair. His body felt heavy, his limbs leaden. He could feel a sense of profound exhaustion, but could not surrender to sleep.

His mother, sensing his turmoil, tried to engage him in conversation, but he just mumbled short replies, unable to meet her gaze. He longed to say everything, to tell her about the emptiness inside, but the words wouldn't come.

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:
๐Ÿ˜ž0.433
S0.385
๐Ÿ˜”0.359
haunting0.349
๐Ÿ˜ข0.342
Suppressed:
de-0.503
la-0.455
B-0.352
๐Ÿค“-0.332
!-0.299