The chipped paint on the park bench seemed to mock Liam. He'd returned to the carousel, the place where he and Chloe, then a gangly girl with pigtails, had first declared their best friendship. The vibrant horses, spinning merrily, felt jarringly cheerful. He’d found her at her pottery studio, clay-covered hands deftly shaping a vase. "Do you remember the sandcastle contest?" he'd asked, the question catching in his throat. Her brow furrowed, a flicker of confusion crossing her face. "I'm sorry, I don't." He’d swallowed hard, the lump in his throat making it hard to speak. The vibrant colors of her studio suddenly seemed dull, lifeless. He picked at a loose thread on his jeans, a gesture of nervous energy, his shoulders slumped as he walked away.

Emotion: dispirited

Cluster: Sadness / Despair
PC1 (Valence): -1.88 Negative
PC2 (Disposition): -0.98

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.398
S0.348
’0.325
ness0.320
无法0.308
Suppressed:
de-0.297
l-0.256
πŸ‘-0.251
sonra-0.240
aud-0.240