The meeting was a formality, a public display of forced optimism. John listened to the CEO’s words, the platitudes about “new opportunities” and “synergies,” but he heard only the death knell of his career. He folded his arms, a rigid gesture, resisting the urge to shout. He felt trapped.

He kept glancing at his watch, the seconds ticking by with agonizing slowness. A dull ache throbbed behind his temples. The familiar office, once a source of comfort, now felt like a cage. He couldn't shake the feeling of being a mere pawn in someone else's game.

The forced smiles of his colleagues grated on him. He wanted to scream.

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