The fluorescent lights of the bar seemed to buzz in sync with the turmoil inside Ben. He’d just confronted David, his longtime friend, about the elaborate charade of his 'startup.' David’s panicked stammering, his desperate attempts to explain, had only made it worse. The truth, finally exposed, felt like a punch to the gut.

He slammed his beer on the table, the action fueled by a simmering resentment. He'd always looked up to David, envying his supposed ambition and success. Now he saw it all was built on a foundation of lies. The camaraderie they’d shared, the late-night talks about the future, now felt tainted, poisoned.

Ben swiveled on his stool, his gaze sweeping the room, the noise of the crowd blurring into a meaningless hum. Everything felt off-kilter, skewed. He wanted to scream, to lash out, to somehow make the feeling in his chest—a feeling like a vast emptiness—disappear.

Emotion: unhappy

Cluster: Sadness / Despair
PC1 (Valence): -1.62 Negative
PC2 (Disposition): -0.78

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.339
😞0.317
💔0.252
😔0.249
😢0.241
Suppressed:
de-0.436
la-0.266
l-0.224
/-0.216
--0.199