Eliza’s throat constricted. There, in her niece Maya's crayon creation, was the familiar, unsettling form of Bartholomew, the wolf she had invented. He had been a refuge in her youth, a guardian against the world's harshness. She gripped the table, nails digging into the wood, as Maya chattered happily, “Bartholomew says I can fly!”

The silence in her apartment was deafening. She felt cornered, boxed in. The vibrant pictures on the wall seemed to taunt her. She was a single parent, struggling. The idea of her own childhood ghost, manifesting in Maya’s young life, was a terrifying prospect.

She tried to push it away. To deny it. She began to over-schedule Maya with activities, hoping to erase the drawings. The more she tried to control, the more she could feel a cold, unwelcome presence creeping into her home, just as it had in her youth.

Emotion: desperate

Cluster: Sadness / Despair
PC1 (Valence): -1.68 Negative
PC2 (Disposition): 0.20

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
desesper0.354
desperate0.307
desperately0.286
desperation0.279
それでも0.253
Suppressed:
B-0.354
☺️-0.268
😎-0.261
😎-0.257
楽し-0.235